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Conference Papers Year : 2008

Monothetic divisive clustering with geographical constraints

Abstract

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.
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Dates and versions

hal-00332024 , version 1 (20-10-2008)

Identifiers

  • HAL Id : hal-00332024 , version 1

Cite

Marie Chavent, Yves Lechevallier, Françoise Vernier, Kévin Petit. Monothetic divisive clustering with geographical constraints. Compstat 2008, Aug 2008, Porto, Portugal. pp.67-76. ⟨hal-00332024⟩
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