Cluster validation using information stability measures
Impacto
Scholar |
Otros documentos de la autoría: Pascual, Damaris; Pla, Filiberto; Sánchez Garreta, Josep Salvador
Metadatos
Mostrar el registro completo del ítemcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7038
comunitat-uji-handle3:10234/8634
comunitat-uji-handle4:
INVESTIGACIONEste recurso está restringido
http://dx.doi.org/10.1016/j.patrec.2009.07.009 |
Metadatos
Título
Cluster validation using information stability measuresFecha de publicación
2010Editor
ElsevierISSN
0167-8655Cita bibliográfica
Pattern Recognition Letters, 31, 6, p. 454-461Tipo de documento
info:eu-repo/semantics/articlePalabras clave / Materias
Resumen
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. [-]
Derechos de acceso
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/restrictedAccess
info:eu-repo/semantics/restrictedAccess
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