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Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks

Machine Learning · 2003 · Vol. 50(1-2) · pp. 95–125
Nir FriedmanDaphne Koller
Bayesian Modeling and Causal InferenceBayesian Methods and Mixture ModelsStatistical Methods and InferencePosterior probabilityMarkov chain Monte CarloComputer scienceBayesian networkBayesian probabilityFeature (linguistics)Variable-order Bayesian networkFeature selectionArtificial intelligenceAlgorithm

Funding

  • Defense Advanced Research Projects Agency
  • Multidisciplinary University Research Initiative
  • Army Research Office
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806
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References
Equation of State Calculations by Fast Computing Machines
The Journal of Chemical Physics · 1953 · 36,613 citations
Sampling-Based Approaches to Calculating Marginal Densities
Journal of the American Statistical Association · 1990 · 6,639 citations
UCI Repository of machine learning databases
Medical Entomology and Zoology · 1998 · 10,524 citations
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