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The BYY annealing learning algorithm for Gaussian mixture with automated model selection

โœ Scribed by Jinwen Ma; Jianfeng Liu


Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
906 KB
Volume
40
Category
Article
ISSN
0031-3203

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Finite mixture is widely used in the fields of information processing and data analysis. However, its model selection, i.e., the selection of components in the mixture for a given sample data set, has been still a rather difficult task. Recently, the Bayesian Ying-Yang (BYY) harmony learning has pro