Journal of Japan Society for Fuzzy Theory and Systems
Online ISSN : 2432-9932
Print ISSN : 0915-647X
ISSN-L : 0915-647X
Dealing with an Attribute Value with Multiple Key Concepts in the Fuzzy Inductive Learning
Shigeaki SAKURAIAkihiro SUYAMA
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2002 Volume 14 Issue 6 Pages 640-647

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Abstract

We have proposed a method that acquired concept relation rules from some texts with text classes. The method deals with only a training example that all concept class has at most a key concept. The paper proposes a method dealing with a training example that some concept classes have multiple key concepts. The method incorporates the membership function, which processes single key concept as a special case of multiple key concepts in each attribute, into a fuzzy inductive learning method. Also, the paper compares the revised fuzzy inductive learning method with an old fuzzy one and C4.5.

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© 2002 Japan Society for Fuzzy Theory and Intelligent Informatics
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