A New Fuzzy Clustering Validity Index With a Median Factor for Centroid-Based Clustering

Determining the number of clusters, which is usually approved by domain experts or evaluated by clustering validity indexes, is an important issue in clustering analysis. This study discusses the effectiveness of clustering validity indexes for centroid-based partitional clustering algorithms. Most...

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Vydané v:	IEEE transactions on fuzzy systems Ročník 23; číslo 3; s. 701 - 718
Hlavní autori:	Wu, Chih-Hung, Ouyang, Chen-Sen, Chen, Li-Wen, Lu, Li-Wei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2015
Predmet:	Algorithm design and analysis Clustering algorithms Indexes Open systems Partitioning algorithms Principal component analysis Signal processing algorithms clustering validity index (CVI) Clustering analysis partitional clustering algorithm fuzzy c-means (FCM) clustering algorithm
ISSN:	1063-6706, 1941-0034
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