Monothetic divisive clustering with geographical constraints
CHAVENT, Marie
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
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Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
CHAVENT, Marie
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
< Réduire
Institut de Mathématiques de Bordeaux [IMB]
Quality control and dynamic reliability [CQFD]
Langue
en
Communication dans un congrès
Ce document a été publié dans
Proceedings in Computational Statistics 2008, Proceedings in Computational Statistics 2008, Compstat 2008, 2008-08-29, Porto. 2008p. 67-76
Physica-Verlag
Résumé en anglais
DIVCLUS-T is a descendant hierarchical clustering algorithm based on a monothetic bipartitional approach allowing the dendrogram of the hierarchy to be read as a decision tree. We propose in this paper a new version of ...Lire la suite >
DIVCLUS-T is a descendant hierarchical clustering algorithm based on a monothetic bipartitional approach allowing the dendrogram of the hierarchy to be read as a decision tree. We propose in this paper a new version of this method called C-DIVCLUS-T which is able to take contiguity constraints into account. We apply C-DIVCLUS-T to hydrological areas described by agricultural and environmental variables, in order to take their geographical contiguity into account in the monothetic clustering process.< Réduire
Mots clés en anglais
DIVISIVE CLUSTERING, MONOTHETIC CLUSTER, CONTIGUITY CONSTRAINTS
DIVISIVE CLUSTERING, MONOTHETIC CLUSTER, CONTIGUITY CONSTRAINTS
Origine
Importé de halUnités de recherche