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Classification divisive sous contraintes. Application au bassin de la Charente

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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Submitted on : Friday, May 22, 2009 - 9:21:53 AM
Last modification on : Friday, February 4, 2022 - 3:13:30 AM
Long-term archiving on: : Thursday, June 10, 2010 - 11:43:22 PM


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  • HAL Id : inria-00386792, version 1



Marie Chavent, Yves Lechevallier, Kévin Petit, Françoise Vernier. Classification divisive sous contraintes. Application au bassin de la Charente. 41èmes Journées de Statistique, SFdS, May 2009, Bordeaux, France. ⟨inria-00386792⟩



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