FCM-Based Model Selection Algorithms for Determining the Number of Clusters

Clustering is an important research topic that has practical applications in many fields. It has been demonstrated that fuzzy clustering, using algorithms such as the fuzzy C-means (FCM), has clear advantages over crisp and probabilistic clustering methods. Like most clustering algorithms, however,...

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Bibliographic Details

Published in:	Pattern recognition Vol. 37; no. 10; pp. 2027 - 2037
Main Authors:	Sun, Haojun, Wang, Shengrui, Jiang, Qingshan
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2004
Subjects:	Clustering Fuzzy C-means Overlapping clusters Validity index Overlapping clusters Fuzzy C-means Clustering Validity index
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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