A new validity function of FCM clustering algorithm based on intra-class compactness and inter-class separation

Wang, HY; Wang, JS; Zhu, LF

Wang, JS (corresponding author), Univ Sci & Technol Liaoning, Sch Elect & Informat Engn, Anshan 114051, Peoples R China.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021; 40 (6): 12411

Abstract

Fuzzy C-means (FCM) clustering algorithm is a widely used method in data mining. However, there is a big limitation that the predefined number of clus......

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