Probabilistic reasoning in intelligent systems: Networks of plausible inference J Pearl Synthese-Dordrecht 104 (1), 161, 1995 | 33850* | 1995 |
Causality J Pearl Cambridge university press, 2009 | 27912 | 2009 |
Heuristics: intelligent search strategies for computer problem solving J Pearl Addison-Wesley Longman Publishing Co., Inc., 1984 | 5278 | 1984 |
Causal diagrams for epidemiologic research S Greenland, J Pearl, JM Robins Epidemiology 10 (1), 37-48, 1999 | 4534 | 1999 |
The book of why: the new science of cause and effect J Pearl, D Mackenzie Basic books, 2018 | 4320 | 2018 |
Causal diagrams for empirical research J Pearl Biometrika 82 (4), 669-688, 1995 | 3371 | 1995 |
Fusion, propagation, and structuring in belief networks J Pearl Probabilistic and Causal Inference: The Works of Judea Pearl, 139-188, 2022 | 3368 | 2022 |
Causal inference in statistics: An overview J Pearl | 2820 | 2009 |
Temporal constraint networks R Dechter, I Meiri, J Pearl Artificial intelligence 49 (1-3), 61-95, 1991 | 2797 | 1991 |
Causal inference in statistics: a primer J Pearl John Wiley & Sons, 2016 | 2228 | 2016 |
Direct and indirect effects J Pearl Probabilistic and causal inference: the works of Judea Pearl, 373-392, 2022 | 2120 | 2022 |
Equivalence and synthesis of causal models TS Verma, J Pearl Probabilistic and causal inference: The works of Judea Pearl, 221-236, 2022 | 1847 | 2022 |
Generalized best-first search strategies and the optimality of A R Dechter, J Pearl Journal of the ACM (JACM) 32 (3), 505-536, 1985 | 1587 | 1985 |
Reverend Bayes on inference engines: A distributed hierarchical approach J Pearl Probabilistic and causal inference: the works of Judea Pearl, 129-138, 2022 | 1398 | 2022 |
Causes and explanations: A structural-model approach. Part I: Causes JY Halpern, J Pearl The British journal for the philosophy of science, 2005 | 1373* | 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 | 1316 | 1985 |
Network-based heuristics for constraint-satisfaction problems R Dechter, J Pearl Artificial intelligence 34 (1), 1-38, 1987 | 1224 | 1987 |
A theory of inferred causation J Pearl, TS Verma Studies in Logic and the Foundations of Mathematics 134, 789-811, 1995 | 1195 | 1995 |
Confounding and collapsibility in causal inference S Greenland, J Pearl, JM Robins Statistical science 14 (1), 29-46, 1999 | 1161 | 1999 |
On the logic of iterated belief revision A Darwiche, J Pearl Artificial intelligence 89 (1-2), 1-29, 1997 | 960 | 1997 |