FRIwE fuzzy rule identification with exceptions.

FRIwE fuzzy rule identification with exceptions.

In this paper, the FRIwE method is proposed to identify fuzzy models from examples. Such a method has been developed trying to achieve a double goal:accuracy and interpretability. In order to do that, maximal structure fuzzy rules are firstly obtained based on a method proposed by Castro et al. In a...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE Transactions on fuzzy systems 12, 1 (2004).
1. Verfasser: Carmona, P.
Format: Artikel
Sprache:English
Schlagworte:
Conflicting rules.
Fuzzy model identification.
Fuzzy rule identification with exceptions.
Interpretability.
Learning mechanism.
Maximal rules.
Rule simplification.