Robust Cluster Analysis Via Mixtures

Abstract

Normal mixture models are being increasingly used as a way of clustering sets of continuous multivariate data. They provide a proba-bilistic (soft) clustering of the data in terms of their tted posterior probabilities of membership of the mixture components corresponding to the clusters. An outright (hard) clustering can be subsequently obtained by… (More)

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