Proceedings of the Fuzzy System Symposium
29th Fuzzy System Symposium
Session ID : MB1-1
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Fuzzy Co-clustering of Very Large Cooccurrence Relational Data
Katsuhiro Honda*Shunnya OshioToshiya OdaAkira Notsu
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Abstract

Fuzzy c -Means (FCM) has been applied to very large data sets composed of a huge number of objects based on several sequential sampling approaches. In this research, the sequential sampling approaches are applied to an FCM-type co-clustering model of FCCM, and its applicability to very large cooccurrence relational data composed of a huge number of objects such as user-item purchase history data is demonstrated by revealing the intrinsic co-cluster structures among objects and items.

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© 2013 Japan Society for Fuzzy Theory and Intelligent Informatics
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