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| HAL: hal-00332024, version 1 |
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| Compstat 2008, Portugal (2008) |
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| Monothetic divisive clustering with geographical constraints |
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| Marie Chavent 1, 2Yves Lechevallier 3 |
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| (2008) |
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| 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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| 1: | Institut de Mathématiques de Bordeaux (IMB) |
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CNRS : UMR5251 – Université Sciences et Technologies - Bordeaux I – Université Victor Segalen - Bordeaux II |
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| 2: | CQFD (INRIA Bordeaux - Sud-Ouest) |
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INRIA – Université Sciences et Technologies - Bordeaux I – Université Victor Segalen - Bordeaux II – CNRS : UMR5251 |
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| 3: | AxIS (INRIA Rocquencourt / INRIA Sophia Antipolis) |
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INRIA |
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| 4: | Aménités et dynamiques des espaces ruraux (UR ADBX) |
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CEMAGREF |
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| Subject | : | Statistics/Other Statistics Computer Science/Learning |
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| Attached file list to this document: | |||||
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| hal-00332024, version 1 | |
| http://hal.archives-ouvertes.fr/hal-00332024 | |
| oai:hal.archives-ouvertes.fr:hal-00332024 | |
| From: Marie Chavent | |
| Submitted on: Monday, 20 October 2008 11:44:15 | |
| Updated on: Monday, 20 October 2008 11:47:03 | |
