Mixture Model Averaging for Clustering

Model-based clustering is based on a finite mixture of distributions, where each mixture component corresponds to a different group, cluster, subpopulation, or part thereof. Gaussian mixture distributions are most often used. Criteria commonly used in choosing the number of components in a finite mi...

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Bibliographic Details
Main Author: Wei, Yuhong
Other Authors: McNicholas, Paul
Language:en
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10214/3538