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hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
hal.structure.identifierQuality control and dynamic reliability [CQFD]
dc.contributor.authorCHAVENT, Marie
hal.structure.identifierService Expérimentation et Développement [Bordeaux] [SED]
dc.contributor.authorFUENTES, Marc
dc.date.accessioned2024-04-04T03:16:38Z
dc.date.available2024-04-04T03:16:38Z
dc.date.conference2015-06-24
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/194232
dc.description.abstractEnDIVCLUS-T is a descendant hierarchical clustering method based on a monothetic biclustering approach allowing the dendrogram to be read as a decision tree. Like in Ward ascendant method, the within-cluster inertia is minimized at each iteration. The DIVCLUS-T constructs then a indexed hierarchy as in Ward clustering but the dendrogram gives moreover simple decision rules for each cluster of the hierarchy. This method is designed for numerical, categorical and mixed data (mixture of numerical and numerical variables) and is implemented is the divclust R package.
dc.language.isofr
dc.titleClustering divisif monothétique. Le package divclust
dc.title.enMonothetic divisive clustering. The divclust R package.
dc.typeCommunication dans un congrès
dc.subject.halStatistiques [stat]
dc.subject.halStatistiques [stat]/Machine Learning [stat.ML]
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
bordeaux.conference.title4èmes Rencontres R
bordeaux.countryFR
bordeaux.conference.cityGrenoble
bordeaux.peerReviewedoui
hal.identifierhal-01246857
hal.version1
hal.invitednon
hal.proceedingsnon
hal.popularnon
hal.audienceNationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-01246857v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.title=Clustering%20divisif%20monoth%C3%A9tique.%20Le%20package%20divclust&rft.atitle=Clustering%20divisif%20monoth%C3%A9tique.%20Le%20package%20divclust&rft.au=CHAVENT,%20Marie&FUENTES,%20Marc&rft.genre=unknown


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