Publications

Fuzzy clustering and classification: combinig fuzzy partitions

Publication Type:

Conference Paper

Authors:

Vicenç Torra; Sadaaki Miyamoto

Source:

Proc of the SCIS & ISIS 2006, p.1901-1906 (2006)

Abstract:

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.

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