Rule Weight Specification in Fuzzy Rule-Based Classification Systems.

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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Bibliografiska uppgifter
I publikationen:IEEE Transactions on fuzzy systems 13, 4 (2005).
Huvudupphovsman: Ishibuchi, H.
Materialtyp: Artikel
Språk:English
Ämnen:
Data mining.
Fuzzy rule based classification system.
Heuristic method.
Multiclass pattern classification.
Rule weight specification.