Generating an interpretable family of fuzzy partitions from data.

In this paper, we propose a new method to construct fuzzy partitions from data. The procedure generates a hierarchy including best partitions of all sizes from n to two fuzzy sets. The maximum size n is determined according to the data distribution and corresponds to the finest resolution level. We...

Täydet tiedot

Bibliografiset tiedot
Julkaisussa:IEEE Transactions on fuzzy systems 12, 3 (2004).
Päätekijä: Guillaume, S.
Aineistotyyppi: Artikkeli
Kieli:English
Aiheet: