Fuzzy Adaptive Resonance Theory, Diffusion Maps and their Applications to Clustering and Biclustering
In this paper, we describe an algorithm FARDiff (Fuzzy Adaptive Resonance Diffusion) 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. Dedicated to our friend and colleague Prof. Alexander Gorban.
S. B. Damelin et al., "Fuzzy Adaptive Resonance Theory, Diffusion Maps and their Applications to Clustering and Biclustering," Mathematical Modelling of Natural Phenomena, vol. 10, no. 3, pp. 206-211, EDP Sciences, Jan 2015.
The definitive version is available at http://dx.doi.org/10.1051/mmnp/201510315
Electrical and Computer Engineering
Center for High Performance Computing Research
International Standard Serial Number (ISSN)
Article - Journal
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