Rule Weight Specification in Fuzzy Rule-Based Classification Systems.

This paper shows how the rule weight of each fuzzy rule can be specified in fuzzy rule-based classification systems. First, we propose two heuristic methods for rule weight specification. Next, the proposed methods are compared with existing ones through computer simulations on artificial numerical...

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Vydáno v:	IEEE Transactions on fuzzy systems 13, 4 (2005).
Hlavní autor:	Ishibuchi, H.
Médium:	Článek
Jazyk:	English
Témata:	Data mining. Fuzzy rule based classification system. Heuristic method. Multiclass pattern classification. Rule weight specification.