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...

Fuld beskrivelse

Bibliografiske detaljer
Udgivet i:IEEE Transactions on fuzzy systems 13, 4 (2005).
Hovedforfatter: Ishibuchi, H.
Format: Article
Sprog:English
Fag:
Data mining.
Fuzzy rule based classification system.
Heuristic method.
Multiclass pattern classification.
Rule weight specification.