Proceedings of the Fuzzy System Symposium
29th Fuzzy System Symposium
Session ID : MB1-2
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Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

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Cluster Validation in Fuzzy Co-clustering of Very Large Data
Katsuhiro Honda, *Toshiya Oda, Daiji Tanaka, Akira Notsu
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Keywords: Cluster Validity, Co-clustering, Very large data
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Abstract

Cluster Validation is an important mechanism in FCM-type clustering applications with the goal being to select optimal cluster numbers. Xie-Beni index is an established validity measure, in which cluster optimality is measures considering cluster compactness and separateness. In this research, a Xie-Beni-like validity index is applied to validation of fuzzy co-clusters, and its availability is considered in very large data applications.

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© 2013 Japan Society for Fuzzy Theory and Intelligent Informatics
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