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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Veröffentlicht in:	Pattern recognition Jg. 37; H. 10; S. 2027 - 2037
Hauptverfasser:	Sun, Haojun, Wang, Shengrui, Jiang, Qingshan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.10.2004
Schlagworte:	Clustering Fuzzy C-means Overlapping clusters Validity index Overlapping clusters Fuzzy C-means Clustering Validity index
ISSN:	0031-3203, 1873-5142
Online-Zugang:	Volltext
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