Proceedings of the Fuzzy System Symposium
21st Fuzzy System Symposium
Session ID : 7A3-4
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Host: Japan Society for Fuzzy Theory and Intelligent Informatics

Co-host: International Fuzzy Systems Association, IEEE Computational Intelligence Society Japan Chapter

7A3.
On-line Learning Approach to Kernel-based Fuzzy LVQ
*Ryo Inokuchi, Sadaaki Miyamoto
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Keywords: LVQ, Fuzzy Clustering, Kernel Methods
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Abstract

This paper aims at discussing at the on-line learning based LVQ using akernel function in support vector machines. Furthermore, its extension with fuzzy membership functions is considered.Numerical examples are compared to other kernel-based clustering algorithms and effects of proposed algorithms are discussed.

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© 2005 Japan Society for Fuzzy Theory and Intelligent Informatics
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