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Combining multiple clusterings using similarity graph

โœ Scribed by Selim Mimaroglu; Ertunc Erdil


Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
518 KB
Volume
44
Category
Article
ISSN
0031-3203

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Cluster validation using graph theoretic
โœ N.R. Pal; J. Biswas ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 848 KB

In this article we have generalized Dunn's index and the Davies-Bouldin index for cluster validation using graph structures, such as GG, RNG and MST. Unlike Dunn's index and the Davies-Bouldin index, the proposed indices are not sensitive to noisy points and are applicable to hyperspherical and stru