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Weighted Isolation and Random Cut Forest Algorithms for Anomaly Detection

Published 1 Feb 2022 in cs.LG | (2202.01891v5)

Abstract: Random cut forest (RCF) algorithms have been developed for anomaly detection, particularly in time series data. The RCF algorithm is an improved version of the isolation forest (IF) algorithm. Unlike the IF algorithm, the RCF algorithm can determine whether real-time input contains an anomaly by inserting the input into the constructed tree network. Various RCF algorithms, including Robust RCF (RRCF), have been developed, where the cutting procedure is adaptively chosen probabilistically. The RRCF algorithm demonstrates better performance than the IF algorithm, as dimension cuts are decided based on the geometric range of the data, whereas the IF algorithm randomly chooses dimension cuts. However, the overall data structure is not considered in both IF and RRCF, given that split values are chosen randomly. In this paper, we propose new IF and RCF algorithms, referred to as the weighted IF (WIF) and weighted RCF (WRCF) algorithms, respectively. Their split values are determined by considering the density of the given data. To introduce the WIF and WRCF, we first present a new geometric measure, a density measure, which is crucial for constructing the WIF and WRCF. We provide various mathematical properties of the density measure, accompanied by theorems that support and validate our claims through numerical examples.

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Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Ruff, L., Vandermeulen, R.A., Görnitz, N., Binder, A., Müller, E., Müller, K.-R., Kloft, M.: Deep semi-supervised anomaly detection. In: International Conference on Learning Representations (5) Gao, F., Li, J., Cheng, R., Zhou, Y., Ye, Y.: Connet: Deep semi-supervised anomaly detection based on sparse positive samples. IEEE Access 9, 67249–67258 (2021). https://doi.org/10.1109/ACCESS.2021.3077014 (6) Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gao, F., Li, J., Cheng, R., Zhou, Y., Ye, Y.: Connet: Deep semi-supervised anomaly detection based on sparse positive samples. IEEE Access 9, 67249–67258 (2021). https://doi.org/10.1109/ACCESS.2021.3077014 (6) Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
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DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Ruff, L., Vandermeulen, R.A., Görnitz, N., Binder, A., Müller, E., Müller, K.-R., Kloft, M.: Deep semi-supervised anomaly detection. In: International Conference on Learning Representations (5) Gao, F., Li, J., Cheng, R., Zhou, Y., Ye, Y.: Connet: Deep semi-supervised anomaly detection based on sparse positive samples. IEEE Access 9, 67249–67258 (2021). https://doi.org/10.1109/ACCESS.2021.3077014 (6) Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gao, F., Li, J., Cheng, R., Zhou, Y., Ye, Y.: Connet: Deep semi-supervised anomaly detection based on sparse positive samples. IEEE Access 9, 67249–67258 (2021). https://doi.org/10.1109/ACCESS.2021.3077014 (6) Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
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Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gao, F., Li, J., Cheng, R., Zhou, Y., Ye, Y.: Connet: Deep semi-supervised anomaly detection based on sparse positive samples. IEEE Access 9, 67249–67258 (2021). https://doi.org/10.1109/ACCESS.2021.3077014 (6) Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. 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DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Peterson, L.E.: K-nearest neighbor. Scholarpedia 4(2), 1883 (2009) (7) Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Patrick, E.A., Fischer III, F.P.: A generalized k-nearest neighbor rule. Information and control 16(2), 128–152 (1970) (8) Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. 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PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
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In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Transactions on Systems, Man, and Cybernetics (4), 325–327 (1976) (9) Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Gates, G.: The reduced nearest neighbor rule (corresp.). IEEE transactions on information theory 18(3), 431–433 (1972) (10) Breunig, M.M., Kriegel, H.-P., Ng, R.T., Sander, J.: Lof: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). 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In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93–104 (2000) (11) Kriegel, H.-P., Kröger, P., Schubert, E., Zimek, A.: Loop: local outlier probabilities. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). 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In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 1649–1652 (2009) (12) He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 He, Z., Xu, X., Deng, S.: Discovering cluster-based local outliers. Pattern recognition letters 24(9-10), 1641–1650 (2003) (13) Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). 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DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). 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Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). 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Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). 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Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. 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Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). 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Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. 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Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). 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Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. 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DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. 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DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  12. Liu, F.T., Ting, K.M., Zhou, Z.-H.: Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, pp. 413–422 (2008). https://doi.org/10.1109/ICDM.2008.17 (14) Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. 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DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. 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Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  13. Hariri, S., Carrasco Kind, M., Brunner, R.J.: Extended isolation forest. IEEE Transactions on Knowledge and Data Engineering, 1–1 (2019). https://doi.org/10.1109/TKDE.2019.2947676 (15) Guha, S., Mishra, N., Roy, G., Schrijvers, O.: Robust random cut forest based anomaly detection on streams, 2712–2721 (2016). PMLR (16) Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. 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Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. 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DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
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DOI: https://doi.org/10.24432/C51608 Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  15. Bartos, M.D., Mullapudi, A., Troutman, S.C.: rrcf: Implementation of the robust random cut forest algorithm for anomaly detection on streams. Journal of Open Source Software 4(35), 1336 (2019) (17) Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  16. Knuth, D.E.: The Art of Computer Programming, Volume 3: (2nd Ed.) Sorting and Searching. Addison Wesley Longman Publishing Co., Inc., USA (1998) (18) Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. 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DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  17. Breiman, L.: Bagging predictors. Machine learning 24(2), 123–140 (1996) (19) Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  18. Chu, C.-S.J.: Time series segmentation: A sliding window approach. Information Sciences 85(1), 147–173 (1995). https://doi.org/10.1016/0020-0255(95)00021-G (20) Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  19. Folland, G.B.: Real Analysis: Modern Techniques and Their Applications, (2013) (21) ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  20. ECOS - Economic Statistics System. https://ecos.bok.or.kr/#/StatisticsByTheme/KoreanStat100. Accessed: January 9, 2024 (22) NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  21. NYC Taxi & Limousine Commission - Trip Record Data. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml. Accessed: January 9, 2024 (23) Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  22. Stolfo, S., Fan, W., Lee, W., Prodromidis, A., Chan, P.: Kdd cup 1999 data (1999). DOI: https://doi.org/10.24432/C51C7N (24) Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  23. Sigillito, V., Wing, S., Hutton, L., Baker, K.: Ionosphere (1989). DOI: https://doi.org/10.24432/C5W01B (25) Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  24. Wolberg, W.: Breast Cancer Wisconsin (Original) (1992). DOI: https://doi.org/10.24432/C5HP4Z (26) Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  25. Blackard, J.: Covertype (1998). DOI: https://doi.org/10.24432/C50K5N (27) Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  26. Srinivasan, A.: Statlog (Landsat Satellite) (1993). DOI: https://doi.org/10.24432/C55887 (28) Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  27. Quinlan, R.: Thyroid Disease (1987). DOI: https://doi.org/10.24432/C5D010 (29) Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  28. Deng, L.: The mnist database of handwritten digit images for machine learning research. IEEE Signal Processing Magazine 29(6), 141–142 (2012) (30) Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608 Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608
  29. Chapman, D., Jain, A.: Musk (Version 2) (1994). DOI: https://doi.org/10.24432/C51608

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