Proceedings of the Fuzzy System Symposium
28th Fuzzy System Symposium
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Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

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Exclusive Condition for Items in FCM-type Co-clustering
Yui Matsumoto, Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi
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Keywords: FCM clustering, Co-clustering, Exclusive partition
CONFERENCE PROCEEDINGS OPEN ACCESS

Pages 312-313

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Abstract
In the conventional FCM-type co-clustering models, memberships of objects are forced to be exclusive in a similar way to FCM while item-memberships only represent the relative typicality in each cluster and are not forced to be exclusive. In this paper, a new co-clustering model is proposed by introducing the penalty for avoiding cluster overlapping in sequential fuzzy cluster extraction, which brings exclusive partition of items.
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© 2012 Japan Society for Fuzzy Theory and Intelligent Informatics
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