ファジィ識別のオンライン学習における過去パターンの性能への影響調査

中島 智晴; Julien Pierra

doi:10.14864/fss.30.0_182

30th Fuzzy System Symposium

Session ID : MD2-4

DOI https://doi.org/10.14864/fss.30.0_182

Conference information

Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)

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A Study on the Influence of Previous Patterns on the Classification Performance for Fuzzy Classification with On-Line Learning

*Tomoharu Nakashima, Julien Pierra

Author information

Keywords: Fuzzy classification, On-line learning, Machine learning

CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract

Research on the on-line learning for fuzzy classifiers has been conducted without investigating the treatment of previous training patterns. This research investigate the influence of the previously available training patterns on the classification performance for the on-line learning where training patterns are given in a streaming manner.

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