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

摘要

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