Cluster validation using information stability measures
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Scholar |
Other documents of the author: Pascual, Damaris; Pla, Filiberto; Sánchez Garreta, Josep Salvador
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Show full item recordcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7038
comunitat-uji-handle3:10234/8634
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http://dx.doi.org/10.1016/j.patrec.2009.07.009 |
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Title
Cluster validation using information stability measuresDate
2010Publisher
ElsevierISSN
0167-8655Bibliographic citation
Pattern Recognition Letters, 31, 6, p. 454-461Type
info:eu-repo/semantics/articleSubject
Abstract
In this work, a novel technique to address the problem of cluster validation based on cluster stability properties is presented. The stability index here proposed is based on the variation on some information measures ... [+]
In this work, a novel technique to address the problem of cluster validation based on cluster stability properties is presented. The stability index here proposed is based on the variation on some information measures over the partitions generated by a given clustering model due to the variability in clustering solutions produced by different sample sets. © 2009 Elsevier B.V. All rights reserved. [-]
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info:eu-repo/semantics/restrictedAccess
info:eu-repo/semantics/restrictedAccess
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- LSI_Articles [366]