A Clustering Validity Index With Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms

Most clustering validity indexes (CVIs) for fuzzy clustering are based upon the fuzzy c-means (FCMs) algorithm, and the effect of these CVIs is limited due to the "uniform effect" of FCM. Besides, main existing CVIs have the problems of incompleteness characterization of separateness and w...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 10 vom: 06. Sept., Seite 8379-8396
Auteur principal: Tang, Yiming (Auteur)
Autres auteurs: Li, Bing, Pedrycz, Witold, Wang, Xiang
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article