Clustering divisif monothétique. Le package divclust
| 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 | Service Expérimentation et Développement [Bordeaux] [SED] | |
| dc.contributor.author | FUENTES, Marc | |
| dc.date.accessioned | 2024-04-04T03:16:38Z | |
| dc.date.available | 2024-04-04T03:16:38Z | |
| dc.date.conference | 2015-06-24 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/194232 | |
| dc.description.abstractEn | DIVCLUS-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.iso | fr | |
| dc.title | Clustering divisif monothétique. Le package divclust | |
| dc.title.en | Monothetic divisive clustering. The divclust R package. | |
| dc.type | Communication dans un congrès | |
| dc.subject.hal | Statistiques [stat] | |
| dc.subject.hal | Statistiques [stat]/Machine Learning [stat.ML] | |
| 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 | 4èmes Rencontres R | |
| bordeaux.country | FR | |
| bordeaux.conference.city | Grenoble | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-01246857 | |
| hal.version | 1 | |
| hal.invited | non | |
| hal.proceedings | non | |
| hal.popular | non | |
| hal.audience | Nationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-01246857v1 | |
| bordeaux.COinS | ctx_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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