Judea Pearl
Judea Pearl
Professor of Computer Science, University of California, Los Angeles
Adresse e-mail validée de cs.ucla.edu - Page d'accueil
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Probabilistic reasoning in intelligent systems: Networks of plausible inference
J Pearl
Synthese-Dordrecht 104 (1), 161, 1995
30201*1995
Causality
J Pearl
Cambridge university press, 2009
191572009
Heuristics: intelligent search strategies for computer problem solving
J Pearl
Addison-Wesley Pub. Co., Inc., Reading, MA, 1984
46631984
Causal diagrams for epidemiologic research
S Greenland, J Pearl, JM Robins
Epidemiology, 37-48, 1999
31191999
Fusion, propagation, and structuring in belief networks
J Pearl
Artificial intelligence 29 (3), 241-288, 1986
30781986
Temporal constraint networks
R Dechter, I Meiri, J Pearl
Artificial intelligence 49 (1-3), 61-95, 1991
25781991
Causal diagrams for empirical research
J Pearl
Biometrika 82 (4), 669-688, 1995
22221995
The book of why: the new science of cause and effect
J Pearl, D Mackenzie
Basic books, 2018
15002018
Causal inference in statistics: An overview
J Pearl
Statistics surveys 3, 96-146, 2009
14802009
Equivalence and synthesis of causal models
T Verma, J Pearl
UCLA, Computer Science Department 6, 255-268, 1991
14281991
Direct and indirect effects
J Pearl
arXiv preprint arXiv:1301.2300, 2013
13432013
Generalized best-first search strategies and the optimality of A
R Dechter, J Pearl
Journal of the ACM (JACM) 32 (3), 505-536, 1985
12941985
Network-based heuristics for constraint-satisfaction problems
R Dechter, J Pearl
Search in artificial intelligence, 370-425, 1988
11931988
Reverend Bayes on inference engines: A distributed hierarchical approach
J Pearl
Cognitive Systems Laboratory, School of Engineering and Applied Science …, 1982
11351982
A theory of inferred causation
J Pearl, TS Verma
Studies in Logic and the Foundations of Mathematics 134, 789-811, 1995
10411995
Models, reasoning and inference
J Pearl
Cambridge, UK: CambridgeUniversityPress 19, 2000
10342000
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
981*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
9481985
Confounding and collapsibility in causal inference
S Greenland, J Pearl, JM Robins
Statistical science 14 (1), 29-46, 1999
8491999
On the logic of iterated belief revision
A Darwiche, J Pearl
Artificial intelligence 89 (1-2), 1-29, 1997
8251997
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