| 2013 | ||
|---|---|---|
| i41 | Blai Bonet, Judea Pearl: Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. CoRR abs/1301.0557 (2013) | |
| i40 | ||
| i39 | Jin Tian, Judea Pearl: On the Testable Implications of Causal Models with Hidden Variables. CoRR abs/1301.0608 (2013) | |
| i38 | Joseph Y. Halpern, Judea Pearl: Causes and Explanations: A Structural-Model Approach --- Part 1: Causes. CoRR abs/1301.2275 (2013) | |
| i37 | ||
| i36 | ||
| i35 | Jin Tian, Judea Pearl: Probabilities of Causation: Bounds and Identification. CoRR abs/1301.3898 (2013) | |
| i34 | Judea Pearl, Rina Dechter: Identifying Independencies in Causal Graphs with Feedback. CoRR abs/1302.3595 (2013) | |
| i33 | Alexander Balke, Judea Pearl: Counterfactuals and Policy Analysis in Structural Models. CoRR abs/1302.4929 (2013) | |
| i32 | ||
| i31 | Judea Pearl: On the Testability of Causal Models with Latent and Instrumental Variables. CoRR abs/1302.4976 (2013) | |
| i30 | Judea Pearl, James M. Robins: Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables. CoRR abs/1302.4977 (2013) | |
| i29 | Alexander Balke, Judea Pearl: Counterfactual Probabilities: Computational Methods, Bounds and Applications. CoRR abs/1302.6784 (2013) | |
| i28 | Dan Geiger, Azaria Paz, Judea Pearl: On Testing Whether an Embedded Bayesian Network Represents a Probability Model. CoRR abs/1302.6809 (2013) | |
| i27 | ||
| i26 | ||
| i25 | ||
| i24 | Moisés Goldszmidt, Judea Pearl: Reasoning With Qualitative Probabilities Can Be Tractable. CoRR abs/1303.5406 (2013) | |
| i23 | Tom S. Verma, Judea Pearl: An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation. CoRR abs/1303.5435 (2013) | |
| i22 | ||
| i21 | Dan Geiger, Tom S. Verma, Judea Pearl: d-Separation: From Theorems to Algorithms. CoRR abs/1304.1505 (2013) | |
| i20 | Moisés Goldszmidt, Judea Pearl: Deciding Consistency of Databases Containing Defeasible and Strict Information. CoRR abs/1304.1507 (2013) | |
| i19 | ||
| i18 | ||
| i17 | Judea Pearl: Do We Need Higher-Order Probabilities and, If So, What Do They Mean? CoRR abs/1304.2716 (2013) | |
| i16 | Lei Xu, Judea Pearl: Structuring Causal Tree Models with Continuous Variables. CoRR abs/1304.2730 (2013) | |
| i15 | George Rebane, Judea Pearl: The Recovery of Causal Poly-Trees from Statistical Data. CoRR abs/1304.2736 (2013) | |
| i14 | Judea Pearl: Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations. CoRR abs/1304.3102 (2013) | |
| i13 | ||
| i12 | Judea Pearl: A Constraint Propagation Approach to Probabilistic Reasoning. CoRR abs/1304.3422 (2013) | |
| 2012 | ||
| j64 | Elias Bareinboim, Judea Pearl: Controlling Selection Bias in Causal Inference. Journal of Machine Learning Research - Proceedings Track 22: 100-108 (2012) | |
| c96 | ||
| c95 | ||
| c94 | Elias Bareinboim, Judea Pearl: Causal Inference by Surrogate Experiments: z-Identifiability. UAI 2012: 113-120 | |
| i11 | Judea Pearl: On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. CoRR abs/1203.3503 (2012) | |
| i10 | ||
| i9 | ||
| i8 | Ilya Shpitser, Judea Pearl: Effects of Treatment on the Treated: Identification and Generalization. CoRR abs/1205.2615 (2012) | |
| i7 | ||
| i6 | ||
| i5 | Elias Bareinboim, Judea Pearl: Causal Inference by Surrogate Experiments: z-Identifiability. CoRR abs/1210.4842 (2012) | |
| i4 | ||
| 2011 | ||
| j63 | ||
| j62 | Judea Pearl: Graphical models, potential outcomes and causal inference: Comment on Linquist and Sobel. NeuroImage 58(3): 770-771 (2011) | |
| c93 | ||
| c92 | Judea Pearl, Elias Bareinboim: Transportability of Causal and Statistical Relations: A Formal Approach. AAAI 2011 | |
| c91 | Elias Bareinboim, Carlos Brito, Judea Pearl: Local Characterizations of Causal Bayesian Networks. GKR 2011: 1-17 | |
| c90 | Judea Pearl, Elias Bareinboim: Transportability of Causal and Statistical Relations: A Formal Approach. ICDM Workshops 2011: 540-547 | |
| c89 | ||
| 2010 | ||
| j61 | ||
| j60 | Judea Pearl: Causal Inference. Journal of Machine Learning Research - Proceedings Track 6: 39-58 (2010) | |
| c88 | Judea Pearl: On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. UAI 2010: 417-424 | |
| c87 | ||
| c86 | ||
| 2009 | ||
| c85 | Ilya Shpitser, Judea Pearl: Effects of Treatment on the Treated: Identification and Generalization. UAI 2009: 514-521 | |
| 2008 | ||
| j59 | Ilya Shpitser, Judea Pearl: Complete Identification Methods for the Causal Hierarchy. Journal of Machine Learning Research 9: 1941-1979 (2008) | |
| c84 | ||
| 2007 | ||
| j58 | Mark Hopkins, Judea Pearl: Causality and Counterfactuals in the Situation Calculus. J. Log. Comput. 17(5): 939-953 (2007) | |
| c83 | ||
| 2006 | ||
| c82 | Ilya Shpitser, Judea Pearl: Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models. AAAI 2006: 1219-1226 | |
| c81 | Jin Tian, Changsung Kang, Judea Pearl: A Characterization of Interventional Distributions in Semi-Markovian Causal Models. AAAI 2006: 1239-1244 | |
| c80 | ||
| c79 | ||
| 2005 | ||
| j57 | ||
| j56 | Judea Pearl: Influence Diagrams - Historical and Personal Perspectives. Decision Analysis 2(4): 232-234 (2005) | |
| c78 | Chen Avin, Ilya Shpitser, Judea Pearl: Identifiability of Path-Specific Effects. IJCAI 2005: 357-363 | |
| 2004 | ||
| c77 | ||
| 2002 | ||
| j55 | ||
| c76 | Carlos Brito, Judea Pearl: A Graphical Criterion for the Identification of Causal Effects in Linear Models. AAAI/IAAI 2002: 533-538 | |
| c75 | Jin Tian, Judea Pearl: A General Identification Condition for Causal Effects. AAAI/IAAI 2002: 567-573 | |
| c74 | Jin Tian, Judea Pearl: A New Characterization of the Experimental Implications of Causal Bayesian Networks. AAAI/IAAI 2002: 574-580 | |
| c73 | Blai Bonet, Judea Pearl: Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. UAI 2002: 61-68 | |
| c72 | ||
| c71 | ||
| i3 | Joseph Y. Halpern, Judea Pearl: Causes and Explanations: A Structural-Model Approach. Part II: Explanations. CoRR cs.AI/0208034 (2002) | |
| 2001 | ||
| j54 | Judea Pearl: On Two Pseudo-Paradoxes in Bayesian Analysis. Ann. Math. Artif. Intell. 32(1-4): 171-177 (2001) | |
| c70 | Joseph Y. Halpern, Judea Pearl: Causes and Explanations: A Structural-Model Approach - Part II: Explanations. IJCAI 2001: 27-34 | |
| c69 | Joseph Y. Halpern, Judea Pearl: Causes and Explanations: A Structural-Model Approach: Part 1: Causes. UAI 2001: 194-202 | |
| c68 | ||
| c67 | ||
| 2000 | ||
| j53 | Jin Tian, Judea Pearl: Probabilities of causation: Bounds and identification. Ann. Math. Artif. Intell. 28(1-4): 287-313 (2000) | |
| c66 | ||
| i2 | Joseph Y. Halpern, Judea Pearl: Causes and Explanations: A Structural-Model Approach, Part I: Causes. CoRR cs.AI/0011012 (2000) | |
| 1999 | ||
| c65 | ||
| 1997 | ||
| j52 | Adnan Darwiche, Judea Pearl: On the Logic of Iterated Belief Revision. Artif. Intell. 89(1-2): 1-29 (1997) | |
| j51 | Devika Subramanian, Russell Greiner, Judea Pearl: The Relevance of Relevance (Editorial). Artif. Intell. 97(1-2): 1-5 (1997) | |
| j50 | ||
| p1 | Judea Pearl: Graphical Models for Probabilistic and Causal Reasoning. The Computer Science and Engineering Handbook 1997: 697-714 | |
| 1996 | ||
| j49 | Judea Pearl: Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling. Artif. Intell. 84(1-2): 57-112 (1996) | |
| j48 | Itay Meiri, Rina Dechter, Judea Pearl: Uncovering Trees in Constraint Networks. Artif. Intell. 86(2): 245-267 (1996) | |
| j47 | ||
| j46 | Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl: Logarithmic-Time Updates and Queries in Probabilistic Networks. J. Artif. Intell. Res. (JAIR) 4: 37-59 (1996) | |
| j45 | Azaria Paz, Judea Pearl, Shmuel Ur: A new characterization of graphs based on interception relations. Journal of Graph Theory 22(2): 125-136 (1996) | |
| c64 | David Maxwell Chickering, Judea Pearl: A Clinician's Tool for Analyzing Non-Compliance. AAAI/IAAI, Vol. 2 1996: 1269-1276 | |
| c63 | ||
| c62 | Judea Pearl, Rina Dechter: Identifying Independencies in Causal Graphs with Feedback. UAI 1996: 420-426 | |
| i1 | Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl: Logarithmic-Time Updates and Queries in Probabilistic Networks. CoRR cs.AI/9602102 (1996) | |
| 1995 | ||
| j44 | Judea Pearl: Causal inference from indirect experiments. Artificial Intelligence in Medicine 7(6): 561-582 (1995) | |
| c61 | ||
| c60 | Alexander Balke, Judea Pearl: Counterfactuals and Policy Analysis in Structural Models. UAI 1995: 11-18 | |
| c59 | Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl: Logarithmic-Time Updates and Queries in Probabilistic Networks. UAI 1995: 116-124 | |
| c58 | ||
| c57 | Judea Pearl: On the Testability of Causal Models With Latent and Instrumental Variables. UAI 1995: 435-443 | |
| c56 | Judea Pearl, James M. Robins: Probabilistic evaluation of sequential plans from causal models with hidden variables. UAI 1995: 444-453 | |
| 1994 | ||
| c55 | Alexander Balke, Judea Pearl: Probabilistic Evaluation of Counterfactual Queries. AAAI 1994: 230-237 | |
| c54 | ||
| c53 | ||
| c52 | ||
| c51 | Sek-Wah Tan, Judea Pearl: Specification and Evaluation of Preferences Under Uncertainty. KR 1994: 530-539 | |
| c50 | ||
| c49 | Alexander Balke, Judea Pearl: Counterfactual Probabilities: Computational Methods, Bounds and Applications. UAI 1994: 46-54 | |
| c48 | Dan Geiger, Azaria Paz, Judea Pearl: On Testing Whether an Embedded Bayesian Network Represents a Probability Model. UAI 1994: 244-252 | |
| c47 | ||
| 1993 | ||
| j43 | ||
| j42 | Moisés Goldszmidt, Paul H. Morris, Judea Pearl: A Maximum Entropy Approach to Nonmonotonic Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. 15(3): 220-232 (1993) | |
| c46 | ||
| c45 | ||
| 1992 | ||
| j41 | Moisés Goldszmidt, Judea Pearl: On the Consistency of Defeasible Databases. Artif. Intell. 52(2): 121-149 (1992) | |
| j40 | Hector Geffner, Judea Pearl: Conditional Entailment: Bridging two Approaches to Default Reasoning. Artif. Intell. 53(2-3): 209-244 (1992) | |
| j39 | Rina Dechter, Judea Pearl: Structure Identification in Relational Data. Artif. Intell. 58(1-3): 237-270 (1992) | |
| j38 | Judea Pearl: Rejoinder to comments on "reasoning with belief functions: An analysis of compatibility". Int. J. Approx. Reasoning 6(3): 425-443 (1992) | |
| c44 | ||
| c43 | Moisés Goldszmidt, Judea Pearl: Rank-based Systems: A Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions. KR 1992: 661-672 | |
| c42 | Moisés Goldszmidt, Judea Pearl: Reasoning with Qualitative Probabilities Can Be Tractable. UAI 1992: 112-120 | |
| c41 | Thomas Verma, Judea Pearl: An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation. UAI 1992: 323-330 | |
| 1991 | ||
| j37 | Rina Dechter, Itay Meiri, Judea Pearl: Temporal Constraint Networks. Artif. Intell. 49(1-3): 61-95 (1991) | |
| j36 | Dan Geiger, Azaria Paz, Judea Pearl: Axioms and Algorithms for Inferences Involving Probabilistic Independence. Inf. Comput. 91(1): 128-141 (1991) | |
| c40 | Moisés Goldszmidt, Judea Pearl: System-Z+: A Formalism for Reasoning with Variable-Strength Defaults. AAAI 1991: 399-404 | |
| c39 | Rina Dechter, Judea Pearl: Directed Constraint Networks: A Relational Framework for Causal Modeling. IJCAI 1991: 1164-1170 | |
| c38 | ||
| 1990 | ||
| j35 | Dan Geiger, Judea Pearl: Logical and algorithmic properties of independence and their application to Bayesian networks. Ann. Math. Artif. Intell. 2: 165-178 (1990) | |
| j34 | Judea Pearl: Reasoning with belief functions: An analysis of compatibility. Int. J. Approx. Reasoning 4(5-6): 363-389 (1990) | |
| j33 | Dan Geiger, Thomas Verma, Judea Pearl: Identifying independence in bayesian networks. Networks 20(5): 507-534 (1990) | |
| c37 | Itay Meiri, Judea Pearl, Rina Dechter: Tree Decomposition with Applications to Constraint Processing. AAAI 1990: 10-16 | |
| c36 | Moisés Goldszmidt, Paul H. Morris, Judea Pearl: A Maximum Entropy Approach to Nonmonotonic Reasoning. AAAI 1990: 646-652 | |
| c35 | Dan Geiger, Azaria Paz, Judea Pearl: Learning Causal Trees from Dependence Information. AAAI 1990: 770-776 | |
| c34 | Judea Pearl: System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning. TARK 1990: 121-135 | |
| c33 | ||
| 1989 | ||
| b2 | Judea Pearl: Probabilistic reasoning in intelligent systems - networks of plausible inference. Morgan Kaufmann series in representation and reasoning, Morgan Kaufmann 1989, pp. I-XIX, 1-552 | |
| j32 | Rina Dechter, Judea Pearl: Tree Clustering for Constraint Networks. Artif. Intell. 38(3): 353-366 (1989) | |
| c32 | ||
| c31 | ||
| c30 | ||
| c29 | Moisés Goldszmidt, Judea Pearl: Deciding Consistency of Databases Containing Defeasible and Strict Information. UAI 1989: 87-98 | |
| c28 | ||
| 1988 | ||
| j31 | ||
| j30 | ||
| j29 | ||
| j28 | Judea Pearl: Do we need higher-order probabilities, and, if so, what do they mean? Int. J. Approx. Reasoning 2(3): 341 (1988) | |
| j27 | George Rebane, Judea Pearl: The recovery of causal poly-trees from statistical data. Int. J. Approx. Reasoning 2(3): 341 (1988) | |
| c27 | ||
| c26 | ||
| c25 | ||
| 1987 | ||
| j26 | Judea Pearl: Evidential Reasoning Using Stochastic Simulation of Causal Models. Artif. Intell. 32(2): 245-257 (1987) | |
| j25 | ||
| j24 | Rina Dechter, Judea Pearl: Network-Based Heuristics for Constraint-Satisfaction Problems. Artif. Intell. 34(1): 1-38 (1987) | |
| c24 | ||
| c23 | Judea Pearl, Thomas Verma: The Logic of Representing Dependencies by Directed Graphs. AAAI 1987: 374-379 | |
| c22 | Hector Geffner, Judea Pearl: An Improved Constraint-Propagation Algorithm for Diagnosis. IJCAI 1987: 1105-1111 | |
| c21 | George Rebane, Judea Pearl: The Recovery of Causal Poly-Trees from Statistical Data. UAI 1987: 175-182 | |
| c20 | ||
| 1986 | ||
| j23 | Judea Pearl: On Evidential Reasoning in a Hierarchy of Hypotheses. Artif. Intell. 28(1): 9-15 (1986) | |
| j22 | Judea Pearl: Fusion, Propagation, and Structuring in Belief Networks. Artif. Intell. 29(3): 241-288 (1986) | |
| j21 | ||
| c19 | ||
| c18 | Ingrid Zukerman, Judea Pearl: Comprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring. AAAI 1986: 606-611 | |
| c17 | Judea Pearl, Azaria Paz: Graphoids: Graph-Based Logic for Reasoning about Relevance Relations or When would x tell you more about y if you already know z? ECAI 1986: 357-363 | |
| c16 | ||
| c15 | ||
| 1985 | ||
| j20 | Rina Dechter, Judea Pearl: Generalized Best-First Search Strategies and the Optimality of A*. J. ACM 32(3): 505-536 (1985) | |
| c14 | ||
| c13 | ||
| c12 | Rina Dechter, Judea Pearl: The Anatomy of Easy Problems: A Constraint-Satisfaction Formulation. IJCAI 1985: 1066-1072 | |
| c11 | ||
| 1984 | ||
| b1 | Judea Pearl: Heuristics - intelligent search strategies for computer problem solving. Addison-Wesley series in artificial intelligence, Addison-Wesley 1984, isbn 978-0-201-05594-8, pp. I-XVII, 1-382 | |
| j19 | Judea Pearl: Some Recent Results in Heuristic Search Theory. IEEE Trans. Pattern Anal. Mach. Intell. 6(1): 1-13 (1984) | |
| 1983 | ||
| j18 | Judea Pearl: Knowledge Versus Search: A Quantitative Analysis Using A*. Artif. Intell. 20(1): 1-13 (1983) | |
| j17 | ||
| j16 | Richard M. Karp, Judea Pearl: Searching for an Optimal Path in a Tree with Random Costs. Artif. Intell. 21(1-2): 99-116 (1983) | |
| j15 | Igor Roizen, Judea Pearl: A Minimax Algorithm Better Than Alpha-Beta? Yes and No. Artif. Intell. 21(1-2): 199-220 (1983) | |
| j14 | ||
| c10 | ||
| c9 | Jin H. Kim, Judea Pearl: A Computational Model for Causal and Diagnostic Reasoning in Inference Systems. IJCAI 1983: 190-193 | |
| 1982 | ||
| j13 | Judea Pearl: The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality. Commun. ACM 25(8): 559-564 (1982) | |
| j12 | Judea Pearl, Antonio Leal, Joseph Saleh: GODDESS: A Goal-Directed Decision Structuring System. IEEE Trans. Pattern Anal. Mach. Intell. 4(3): 250-262 (1982) | |
| j11 | Judea Pearl, Jin H. Kim: Studies in Semi-Admissible Heuristics. IEEE Trans. Pattern Anal. Mach. Intell. 4(4): 392-399 (1982) | |
| c8 | Judea Pearl: Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. AAAI 1982: 133-136 | |
| c7 | ||
| 1981 | ||
| j10 | Judea Pearl: A Space-Efficient On-Line Method of Computing Quantile Estimates. J. Algorithms 2(2): 164-177 (1981) | |
| c6 | Judea Pearl: The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm. ICALP 1981: 521-529 | |
| c5 | ||
| 1980 | ||
| j9 | Judea Pearl: Asymptotic Properties of Minimax Trees and Game-Searching Procedures. Artif. Intell. 14(2): 113-138 (1980) | |
| j8 | Nam Huyn, Rina Dechter, Judea Pearl: Probabilistic Analysis of the Complexity of A*. Artif. Intell. 15(3): 241-254 (1980) | |
| j7 | Judea Pearl, Alain Crolotte: Storage space versus validity of answers in probabilistic question-answering systems. IEEE Transactions on Information Theory 26(6): 633-640 (1980) | |
| c4 | Judea Pearl: SCOUT: A Simple Game-Searching Algorithm with Proven Optimal Properties. AAAI 1980: 143-145 | |
| c3 | ||
| 1977 | ||
| c2 | Antonio Leal, Judea Pearl: An Interactive Program for Conversational Elecitation of Decision Structures. IJCAI 1977: 336 | |
| 1976 | ||
| j6 | Judea Pearl: An application of rate-distortion theory to pattern recognition and classification. Pattern Recognition 8(1): 11-22 (1976) | |
| j5 | Judea Pearl: Memory Versus Error Characteristics for Inexact Representations of Linear Orders. IEEE Trans. Computers 25(9): 922-928 (1976) | |
| j4 | Judea Pearl: On coding precedence relations with a pair-ordering fidelity criterion (Corresp.). IEEE Transactions on Information Theory 22(1): 118-120 (1976) | |
| j3 | Judea Pearl: Theoretical bounds on the complexity of inexact computations. IEEE Transactions on Information Theory 22(5): 580-586 (1976) | |
| 1975 | ||
| j2 | ||
| j1 | Judea Pearl: Optimal Dyadic Models of Time-Invariant Systems. IEEE Trans. Computers 24(6): 598-603 (1975) | |
| c1 | Judea Pearl: On The Storage Economy Of Error-Tolerating Question-Answering Systems. IJCAI 1975: 562-568 | |
Colors in the list of coauthors
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