Probabilistic reasoning in intelligent systems: Networks of plausible inference J Pearl Synthese-Dordrecht 104 (1), 161, 1995 | 29033* | 1995 |
Causality J Pearl Cambridge university press, 2009 | 18256 | 2009 |
Heuristics: intelligent search strategies for computer problem solving J Pearl Addison-Wesley Pub. Co., Inc., Reading, MA, 1984 | 4372 | 1984 |
Fusion, propagation, and structuring in belief networks J Pearl Artificial intelligence 29 (3), 241-288, 1986 | 2919 | 1986 |
Causal diagrams for epidemiologic research S Greenland, J Pearl, JM Robins Epidemiology, 37-48, 1999 | 2873 | 1999 |
Temporal constraint networks R Dechter, I Meiri, J Pearl Artificial intelligence 49 (1-3), 61-95, 1991 | 2523 | 1991 |
Causal diagrams for empirical research J Pearl Biometrika 82 (4), 669-688, 1995 | 1964 | 1995 |
Equivalence and synthesis of causal models T Verma, J Pearl UCLA, Computer Science Department, 1991 | 1328 | 1991 |
Causal inference in statistics: An overview J Pearl Statistics surveys 3, 96-146, 2009 | 1282 | 2009 |
Generalized best-first search strategies and the optimality of A R Dechter, J Pearl Journal of the ACM (JACM) 32 (3), 505-536, 1985 | 1237 | 1985 |
Direct and indirect effects J Pearl arXiv preprint arXiv:1301.2300, 2013 | 1231 | 2013 |
Network-based heuristics for constraint-satisfaction problems R Dechter, J Pearl Search in artificial intelligence, 370-425, 1988 | 1145 | 1988 |
Reverend Bayes on inference engines: A distributed hierarchical approach J Pearl Cognitive Systems Laboratory, School of Engineering and Applied Science …, 1982 | 1041 | 1982 |
The book of why: the new science of cause and effect J Pearl, D Mackenzie Basic books, 2018 | 1027 | 2018 |
A theory of inferred causation J Pearl, TS Verma Studies in Logic and the Foundations of Mathematics 134, 789-811, 1995 | 983 | 1995 |
Causes and explanations: A structural-model approach. Part I: Causes JY Halpern, J Pearl The British journal for the philosophy of science 56 (4), 843-887, 2005 | 907* | 2005 |
Bayesian netwcrks: A model cf self-activated memory for evidential reasoning J Pearl Proceedings of the 7th Conference of the Cognitive Science Society …, 1985 | 862 | 1985 |
On the logic of iterated belief revision A Darwiche, J Pearl Artificial intelligence 89 (1-2), 1-29, 1997 | 787 | 1997 |
Confounding and collapsibility in causal inference S Greenland, JM Robins, J Pearl Statistical science, 29-46, 1999 | 781 | 1999 |
Tree clustering for constraint networks R Dechter, J Pearl Artificial Intelligence 38 (3), 353-366, 1989 | 762 | 1989 |