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PRL
1998

A monothetic clustering method

9 years 3 months ago
A monothetic clustering method
: The proposed divisive clustering method performs simultaneously a hierarchy of a set of objects and a monothetic characterization of each cluster of the hierarchy. A division is performed according to the within-cluster inertia criterion which is minimized among the bipartitions induced by a set of binary questions. In order to improve the clustering, the algorithm revises at each step the division which has induced the cluster chosen for division. Key Words : Hierarchical clustering methods, Monothetic cluster, Inertia criterion
Marie Chavent
Added 23 Dec 2010
Updated 23 Dec 2010
Type Journal
Year 1998
Where PRL
Authors Marie Chavent
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