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Bayesian Artificial Intelligence (2nd Edition)

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资源说明：Bayesian Artificial Intelligence (2nd Edition) English Edition, 2010 Authors: Kevin B. Korb, Ann E. Nicholson Brief Contents: I PROBABILISTIC REASONING 1 Bayesian Reasoning 2 Introducing Bayesian Networks 3 Inference in Bayesian Networks 4 Decision Networks 5 Applications of Bayesian Networks II LEARNING CAUSAL MODELS 6 Learning Probabilities 7 Bayesian Network Classifiers 8 Learning Linear Causal Models 9 Learning Discrete Causal Structure III KNOWLEDGE ENGINEERING 10 Knowledge Engineering with Bayesian Networks 11 KEBN Case Studies

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