2011•Computational Statistics & Data AnalysisRequires access

Initializing the EM algorithm in Gaussian mixture models with an unknown number of components

Volodymyr Melnykov, Igor V. Melnykov

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Key concepts: Initialization, Expectation–maximization algorithm, Mixture model, Convergence (economics), Mathematics, Algorithm, Multivariate normal distribution, Gaussian

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Initializing the EM algorithm in Gaussian mixture models with an unknown number of components — Research Paper | ScholarLens