论文信息 - Causal networks: semantics and expressiveness - 字舞流文

Causal networks: semantics and expressiveness

Judea Pearl | Tom S. Verma | J. Pearl | Thomas Verma

[1] Jim Q. Smith. Influence diagrams for Bayesian decision analysis , 1989 .

[2] Dan Geiger,et al. On the logic of causal models , 2013, UAI.

[3] Ross D. Shachter. Probabilistic Inference and Influence Diagrams , 1988, Oper. Res..

[4] Judea Pearl,et al. Probabilistic reasoning in intelligent systems , 1988 .

[5] Judea Pearl,et al. The Logic of Representing Dependencies by Directed Graphs , 1987, AAAI.

[6] Judea Pearl,et al. Fusion, Propagation, and Structuring in Belief Networks , 1986, Artif. Intell..

[7] Ross D. Shachter. Intelligent Probabilistic Inference , 1985, UAI.

[8] Judea Pearl,et al. A Constraint-Propagation Approach to Probabilistic Reasoning , 1985, UAI.

[9] Judea Pearl,et al. Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach , 1982, AAAI.

[10] A. Dawid. Conditional Independence in Statistical Theory , 1979 .

[11] Ronald Fagin,et al. Multivalued dependencies and a new normal form for relational databases , 1977, TODS.