Oja centers and centers of gravity - Inria - Institut national de recherche en sciences et technologies du numérique
Article Dans Une Revue Computational Geometry Année : 2013

Oja centers and centers of gravity

Résumé

Oja depth (Oja 1983) is a generalization of the median to multivariate data that measures the centrality of a point x with respect to a set S of points in such a way that points with smaller Oja depth are more central with respect to S. Two relationships involving Oja depth and centers of mass are presented. The first is a form of Centerpoint Theorem which shows that the center of mass of the convex hull of a point set has low Oja depth. The second is an approximation result which shows that the center of mass of a point set approximates a point of minimum Oja depth.

Dates et versions

hal-00787177 , version 1 (30-05-2017)

Identifiants

Citer

Dan Chen, Olivier Devillers, John Iacono, Stefan Langerman, Pat Morin. Oja centers and centers of gravity. Computational Geometry, 2013, 46 (2), pp.140-147. ⟨10.1016/j.comgeo.2012.04.004⟩. ⟨hal-00787177⟩
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