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  • Search: subject:"Mixture of probabilistic PCA"
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Data streams 1 High-dimensional data 1 Mixture of probabilistic PCA 1 Model-based clustering 1 Online inference 1
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Bellas, Anastasios 1 Bouveyron, Charles 1 Cottrell, Marie 1 Lacaille, Jérôme 1
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Advances in Data Analysis and Classification 1
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Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA
Bellas, Anastasios; Bouveyron, Charles; Cottrell, Marie; … - In: Advances in Data Analysis and Classification 7 (2013) 3, pp. 281-300
for the mixture of probabilistic PCA model. The proposed algorithm relies on an EM-based procedure and on a probabilistic …
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