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A macro-DAG structure based mixture model

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Publication:1731371
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DOI10.1016/j.stamet.2015.02.004zbMath1487.62068OpenAlexW2002095219MaRDI QIDQ1731371

Bernard Chalmond

Publication date: 13 March 2019

Published in: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.stamet.2015.02.004


zbMATH Keywords

EM algorithmmixture modelBayesian networkclass selectionDAG structuresemantic clustering


Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Reasoning under uncertainty in the context of artificial intelligence (68T37)


Related Items (1)

Model-based clustering with sparse covariance matrices



Cites Work

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  • Latent class analysis variable selection
  • Modeling and inverse problems in image analysis. Transl. from the French
  • Linear models. Least squares and alternatives
  • Contextual performance prediction for low-level image analysis algorithms
  • Bayesian Networks
  • Unsupervised Amplitude and Texture Classification of SAR Images With Multinomial Latent Model
  • A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains


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