Monothetic divisive clustering with geographical constraints
| hal.structure.identifier | Institut de Mathématiques de Bordeaux [IMB] | |
| hal.structure.identifier | Quality control and dynamic reliability [CQFD] | |
| dc.contributor.author | CHAVENT, Marie | |
| hal.structure.identifier | Usage-centered design, analysis and improvement of information systems [AxIS] | |
| dc.contributor.author | LECHEVALLIER, Yves | |
| hal.structure.identifier | Aménités et dynamiques des espaces ruraux [UR ADBX] | |
| dc.contributor.author | VERNIER, Françoise | |
| hal.structure.identifier | Aménités et dynamiques des espaces ruraux [UR ADBX] | |
| dc.contributor.author | PETIT, Kévin | |
| dc.contributor.editor | P. Brito | |
| dc.date.accessioned | 2024-04-04T02:46:00Z | |
| dc.date.available | 2024-04-04T02:46:00Z | |
| dc.date.issued | 2008 | |
| dc.date.conference | 2008-08-29 | |
| dc.identifier.isbn | 978-3-7908-2083-6 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/191511 | |
| dc.description.abstractEn | 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. | |
| dc.language.iso | en | |
| dc.publisher | Physica-Verlag | |
| dc.source.title | Proceedings in Computational Statistics 2008 | |
| dc.subject.en | DIVISIVE CLUSTERING, MONOTHETIC CLUSTER, CONTIGUITY CONSTRAINTS | |
| dc.subject.en | DIVISIVE CLUSTERING, MONOTHETIC CLUSTER, CONTIGUITY CONSTRAINTS | |
| dc.title.en | Monothetic divisive clustering with geographical constraints | |
| dc.type | Communication dans un congrès | |
| dc.subject.hal | Statistiques [stat]/Autres [stat.ML] | |
| dc.subject.hal | Informatique [cs]/Apprentissage [cs.LG] | |
| bordeaux.page | 67-76 | |
| bordeaux.hal.laboratories | Institut de Mathématiques de Bordeaux (IMB) - UMR 5251 | * |
| bordeaux.institution | Université de Bordeaux | |
| bordeaux.institution | Bordeaux INP | |
| bordeaux.institution | CNRS | |
| bordeaux.conference.title | Compstat 2008 | |
| bordeaux.country | PT | |
| bordeaux.title.proceeding | Proceedings in Computational Statistics 2008 | |
| bordeaux.conference.city | Porto | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-00332024 | |
| hal.version | 1 | |
| hal.invited | oui | |
| hal.proceedings | oui | |
| hal.conference.end | 2008-08-29 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-00332024v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.btitle=Proceedings%20in%20Computational%20Statistics%202008&rft.date=2008&rft.spage=67-76&rft.epage=67-76&rft.au=CHAVENT,%20Marie&LECHEVALLIER,%20Yves&VERNIER,%20Fran%C3%A7oise&PETIT,%20K%C3%A9vin&rft.isbn=978-3-7908-2083-6&rft.genre=unknown |
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