TítolFuzzy clustering and classification: combinig fuzzy partitions
Publication TypeConference Paper
Year of Publication2006
AuthorsTorra V, Miyamoto S
Conference NameProc of the SCIS & ISIS 2006
Paginació1901-1906
Resum

In this paper we study the use of fuzzy clustering for its application to classification problems. We apply the approach to the classification of gene expressions. We discuss the problem of aggregating the fuzzy partitions obtained from the fuzzy clustering. We propose an algorithm similar to k-nearest neighbor for solving some of the difficulties that appear in this problem.