Proceedings of the Fuzzy System Symposium
25th Fuzzy System Symposium
Session ID : 2E4-04
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Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

An Explicit Mapping for Fuzzy c-Means Using Kernel Function and Application to Text Analysis
KEISUKE SAWAZAKI, *SADAAKI MIYAMOTO, YUUICHI KAWASAKI
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Keywords: kernel data analysis, fuzzy c-means, explicit mapping
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Abstract

A standard and explicit mapping into a high-dimensional feature space is proposed for kernel-based data analysis. It will be shown tht using this method, no disadvantage will occur while many kernel methods will be simplified. An application to text analysis will be shown.

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© 2009 Japan Society for Fuzzy Theory and Intelligent Informatics
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