Skip to Main content Skip to Navigation
Conference papers

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.
Document type :
Conference papers
Complete list of metadata

Cited literature [8 references]  Display  Hide  Download

https://hal.inria.fr/inria-00386792
Contributor : Conférence Jds2009 <>
Submitted on : Friday, May 22, 2009 - 9:21:53 AM
Last modification on : Wednesday, December 9, 2020 - 3:06:07 PM
Long-term archiving on: : Thursday, June 10, 2010 - 11:43:22 PM

File

p235.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00386792, version 1

Collections

Citation

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⟩

Share

Metrics

Record views

301

Files downloads

851