文件名称：Bayesian Artificial Intelligence (2nd Edition)
文件大小：7.28MB
文件格式：PDF
更新时间：2021-02-14 17:23:15
BN, AI, KEBN
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