Cluster validation using information stability measures
Impacte
Scholar |
Altres documents de l'autoria: Pascual, Damaris; Pla, Filiberto; Sánchez Garreta, Josep Salvador
Metadades
Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7038
comunitat-uji-handle3:10234/8634
comunitat-uji-handle4:
INVESTIGACIONAquest recurs és restringit
http://dx.doi.org/10.1016/j.patrec.2009.07.009 |
Metadades
Títol
Cluster validation using information stability measuresData de publicació
2010Editor
ElsevierISSN
0167-8655Cita bibliogràfica
Pattern Recognition Letters, 31, 6, p. 454-461Tipus de document
info:eu-repo/semantics/articleParaules clau / Matèries
Resum
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. [-]
Drets d'accés
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/restrictedAccess
info:eu-repo/semantics/restrictedAccess
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