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

Author

S. B. Damelin
Y. Gu
Donald C. Wunsch, Missouri University of Science and TechnologyFollow
Rui Xu, Missouri University of Science and TechnologyFollow

Abstract

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.

Recommended Citation

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 https://doi.org/10.1051/mmnp/201510315

Department(s)

Electrical and Computer Engineering

Research Center/Lab(s)

Center for High Performance Computing Research

International Standard Serial Number (ISSN)

0973-5348

Document Type

Article - Journal

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2015 EDP Sciences, All rights reserved.

Publication Date

01 Jan 2015