Competitive EM algorithm for finite mixture models

DOI10.1016/S0031-3203(03)00140-7zbMath1067.68603OpenAlexW2069416420MaRDI QIDQ1886632

Baibo Zhang, Changshui Zhang, Xing Yi

Publication date: 18 November 2004

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0031-3203(03)00140-7

zbMATH Keywords

ClusteringEM algorithmMixture modelsCompetitiveCEMSMEM

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05) Pattern recognition, speech recognition (68T10)

Related Items (5)

Missing data imputation through GTM as a mixture of \(t\)-distributions ⋮ Mixture model selection via hierarchical BIC ⋮ SAKM: self-adaptive kernel machine. A kernel-based algorithm for online clustering ⋮ Cross-entropy clustering ⋮ Cooperative and penalized competitive learning with application to kernel-based clustering

Cites Work

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• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• Robust clustering by deterministic agglomeration EM of mixtures of multivariate \(t\)-distributions

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