Fuzzy Adaptive Resonance Theory, Diffusion Maps and their applications to Clustering and Biclustering

Published 21 Nov 2014 in cs.NE and cs.LG | (1411.5737v5)

Abstract: In this paper, we describe an algorithm FARDiff (Fuzzy Adaptive Resonance Dif- fusion) which combines Diffusion Maps and Fuzzy Adaptive Resonance Theory to do clustering on high dimensional data. We describe some applications of this method and some problems for future research.

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