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Clustering probability distributions
Authors:Tai  Vo Van
Institution:Department of Mathematics , Can Tho University , Can Tho , Vietnam
Abstract:This article presents some theoretical results on the maximum of several functions, and its use to define the joint distance of k probability densities, which, in turn, serves to derive new algorithms for clustering densities. Numerical examples are presented to illustrate the theory.
Keywords:maximum function  cluster  L 1-distance  Bayes error  hierarchical approach
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