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BibTeX records: Judea Pearl
@inproceedings{DBLP:conf/aaai/0009P24, author = {Ang Li and Judea Pearl}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Probabilities of Causation with Nonbinary Treatment and Effect}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {20465--20472}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i18.30030}, doi = {10.1609/AAAI.V38I18.30030}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0009P24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0009P24a, author = {Ang Li and Judea Pearl}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Unit Selection with Nonbinary Treatment and Effect}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {20473--20480}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i18.30031}, doi = {10.1609/AAAI.V38I18.30031}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0009P24a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LiP23, author = {Ang Li and Judea Pearl}, editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan{-}Willem van de Meent}, title = {Probabilities of Causation: Role of Observational Data}, booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {10012--10027}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v206/li23d.html}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LiP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/clear2/0016MP23, author = {Chi Zhang and Karthika Mohan and Judea Pearl}, editor = {Mihaela van der Schaar and Cheng Zhang and Dominik Janzing}, title = {Causal Inference under Interference and Model Uncertainty}, booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April 2023, Amazon Development Center, T{\"{u}}bingen, Germany, April 11-14, 2023}, series = {Proceedings of Machine Learning Research}, volume = {213}, pages = {371--385}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v213/zhang23a.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/clear2/0016MP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-12022, author = {Ang Li and Scott Mueller and Judea Pearl}, title = {Epsilon-Identifiability of Causal Quantities}, journal = {CoRR}, volume = {abs/2301.12022}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.12022}, doi = {10.48550/ARXIV.2301.12022}, eprinttype = {arXiv}, eprint = {2301.12022}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-12022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiP22, author = {Ang Li and Judea Pearl}, title = {Unit Selection with Causal Diagram}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {5765--5772}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i5.20519}, doi = {10.1609/AAAI.V36I5.20519}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiP22a, author = {Ang Li and Judea Pearl}, title = {Bounds on Causal Effects and Application to High Dimensional Data}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {5773--5780}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i5.20520}, doi = {10.1609/AAAI.V36I5.20520}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiP22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MuellerLP22, author = {Scott Mueller and Ang Li and Judea Pearl}, editor = {Luc De Raedt}, title = {Causes of Effects: Learning Individual Responses from Population Data}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {2712--2718}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/376}, doi = {10.24963/IJCAI.2022/376}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/MuellerLP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0016MP22, author = {Chi Zhang and Karthika Mohan and Judea Pearl}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Causal Inference with Non-IID Data using Linear Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/5573c63e8a89e32086e5c71cf0cc8fe4-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0016MP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Turing Award Lecture}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {11--28}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501718}, doi = {10.1145/3501714.3501718}, timestamp = {Thu, 21 Sep 2023 16:25:10 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22a, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Heuristics - Introduction}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {57--60}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501722}, doi = {10.1145/3501714.3501722}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22b, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Asymptotic Properties of Minimax Trees and Game-Searching Procedures}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {61--90}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501723}, doi = {10.1145/3501714.3501723}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22c, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {91--102}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501724}, doi = {10.1145/3501714.3501724}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22d, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {On the Discovery and Generation of Certain Heuristics}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {103--122}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501725}, doi = {10.1145/3501714.3501725}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22e, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Probabilities - Introduction}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {123--128}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501726}, doi = {10.1145/3501714.3501726}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22f, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Reverend Bayes on Inference Engines: {A} Distributed Hierarchical Approach}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {129--138}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501727}, doi = {10.1145/3501714.3501727}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22f.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22g, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Fusion, Propagation, and Structuring in Belief Networks}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {139--188}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501728}, doi = {10.1145/3501714.3501728}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22g.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/PearlP22, author = {Judea Pearl and Azaria Paz}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {{GRAPHOIDS:} Graph-Based Logic for Reasoning about Relevance Relations \emph{Or}When Would \emph{x} Tell You More about \emph{y} If You Already Know \emph{z}?}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {189--200}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501729}, doi = {10.1145/3501714.3501729}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/PearlP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22h, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {System \emph{Z}: {A} Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {201--214}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501730}, doi = {10.1145/3501714.3501730}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22h.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22i, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Causality 1988-2001 - Introduction}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {215--220}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501731}, doi = {10.1145/3501714.3501731}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22i.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/VermaP22, author = {Thomas Verma and Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Equivalence and Synthesis of Causal Models}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {221--236}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501732}, doi = {10.1145/3501714.3501732}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/VermaP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/BalkeP22, author = {Alexander Balke and Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Probabilistic Evaluation of Counterfactual Queries}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {237--254}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501733}, doi = {10.1145/3501714.3501733}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/BalkeP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22j, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Causal Diagrams for Empirical Research (With Discussions)}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {255--316}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501734}, doi = {10.1145/3501714.3501734}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22j.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22k, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Probabilities of Causation: Three Counterfactual Interpretations and Their Identification}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {317--372}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501735}, doi = {10.1145/3501714.3501735}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22k.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22l, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Direct and Indirect Effects}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {373--392}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501736}, doi = {10.1145/3501714.3501736}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22l.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22m, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Causality 2002-2020 - Introduction}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {393--398}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501737}, doi = {10.1145/3501714.3501737}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22m.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22n, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Comment: Understanding Simpson's Paradox}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {399--412}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501738}, doi = {10.1145/3501714.3501738}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22n.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/MohanP22, author = {Karthika Mohan and Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {413--432}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501739}, doi = {10.1145/3501714.3501739}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/MohanP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Bareinboim0P22, author = {Elias Bareinboim and Jin Tian and Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Recovering from Selection Bias in Causal and Statistical Inference}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {433--450}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501740}, doi = {10.1145/3501714.3501740}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Bareinboim0P22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/PearlB22, author = {Judea Pearl and Elias Bareinboim}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {External Validity: From \emph{Do}-Calculus to Transportability Across Populations}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {451--482}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501741}, doi = {10.1145/3501714.3501741}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/PearlB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Pearl22o, author = {Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Detecting Latent Heterogeneity}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {483--506}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501742}, doi = {10.1145/3501714.3501742}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Pearl22o.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-09558, author = {Scott Mueller and Judea Pearl}, title = {Personalized Decision Making - {A} Conceptual Introduction}, journal = {CoRR}, volume = {abs/2208.09558}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.09558}, doi = {10.48550/ARXIV.2208.09558}, eprinttype = {arXiv}, eprint = {2208.09558}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-09558.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-09568, author = {Ang Li and Judea Pearl}, title = {Probabilities of Causation with Nonbinary Treatment and Effect}, journal = {CoRR}, volume = {abs/2208.09568}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.09568}, doi = {10.48550/ARXIV.2208.09568}, eprinttype = {arXiv}, eprint = {2208.09568}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-09568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-09569, author = {Ang Li and Judea Pearl}, title = {Unit Selection with Nonbinary Treatment and Effect}, journal = {CoRR}, volume = {abs/2208.09569}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.09569}, doi = {10.48550/ARXIV.2208.09569}, eprinttype = {arXiv}, eprint = {2208.09569}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-09569.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05027, author = {Ang Li and Ruirui Mao and Judea Pearl}, title = {Probabilities of Causation: Adequate Size of Experimental and Observational Samples}, journal = {CoRR}, volume = {abs/2210.05027}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05027}, doi = {10.48550/ARXIV.2210.05027}, eprinttype = {arXiv}, eprint = {2210.05027}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05027.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05030, author = {Ang Li and Judea Pearl}, title = {Unit Selection: Case Study and Comparison with {A/B} Test Heuristic}, journal = {CoRR}, volume = {abs/2210.05030}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05030}, doi = {10.48550/ARXIV.2210.05030}, eprinttype = {arXiv}, eprint = {2210.05030}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05030.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08203, author = {Ang Li and Song Jiang and Yizhou Sun and Judea Pearl}, title = {Unit Selection: Learning Benefit Function from Finite Population Data}, journal = {CoRR}, volume = {abs/2210.08203}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08203}, doi = {10.48550/ARXIV.2210.08203}, eprinttype = {arXiv}, eprint = {2210.08203}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08203.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08453, author = {Ang Li and Song Jiang and Yizhou Sun and Judea Pearl}, title = {Learning Probabilities of Causation from Finite Population Data}, journal = {CoRR}, volume = {abs/2210.08453}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08453}, doi = {10.48550/ARXIV.2210.08453}, eprinttype = {arXiv}, eprint = {2210.08453}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08453.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-08874, author = {Ang Li and Judea Pearl}, title = {Probabilities of Causation: Role of Observational Data}, journal = {CoRR}, volume = {abs/2210.08874}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.08874}, doi = {10.48550/ARXIV.2210.08874}, eprinttype = {arXiv}, eprint = {2210.08874}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-08874.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ZhangCCP21, author = {Chi Zhang and Carlos Cinelli and Bryant Chen and Judea Pearl}, editor = {Arindam Banerjee and Kenji Fukumizu}, title = {Exploiting Equality Constraints in Causal Inference}, booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, {AISTATS} 2021, April 13-15, 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {130}, pages = {1630--1638}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v130/zhang21c.html}, timestamp = {Thu, 15 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ZhangCCP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-13730, author = {Scott Mueller and Ang Li and Judea Pearl}, title = {Causes of Effects: Learning individual responses from population data}, journal = {CoRR}, volume = {abs/2104.13730}, year = {2021}, url = {https://arxiv.org/abs/2104.13730}, eprinttype = {arXiv}, eprint = {2104.13730}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-13730.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-12121, author = {Ang Li and Judea Pearl}, title = {Bounds on Causal Effects and Application to High Dimensional Data}, journal = {CoRR}, volume = {abs/2106.12121}, year = {2021}, url = {https://arxiv.org/abs/2106.12121}, eprinttype = {arXiv}, eprint = {2106.12121}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-12121.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07556, author = {Ang Li and Judea Pearl}, title = {Unit Selection with Causal Diagram}, journal = {CoRR}, volume = {abs/2109.07556}, year = {2021}, url = {https://arxiv.org/abs/2109.07556}, eprinttype = {arXiv}, eprint = {2109.07556}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07556.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangCP20, author = {Chi Zhang and Bryant Chen and Judea Pearl}, title = {A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {10318--10325}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i06.6595}, doi = {10.1609/AAAI.V34I06.6595}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangCP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/Pearl19, author = {Judea Pearl}, title = {The seven tools of causal inference, with reflections on machine learning}, journal = {Commun. {ACM}}, volume = {62}, number = {3}, pages = {54--60}, year = {2019}, url = {https://doi.org/10.1145/3241036}, doi = {10.1145/3241036}, timestamp = {Thu, 09 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/Pearl19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaiss/Pearl19, author = {Judea Pearl}, editor = {Takashi Kido and Keiki Takadama}, title = {What is Causal Inference?}, booktitle = {Proceedings of the Symposium Interpretable {AI} for Well-being: Understanding Cognitive Bias and Social Embeddedness co-located with Association for the Advancement of Artificial Intelligence 2019 Spring Symposium (AAAI-Spring Symposium 2019), Stanford, CA, March 25-27, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2448}, publisher = {CEUR-WS.org}, year = {2019}, timestamp = {Fri, 10 Mar 2023 16:22:39 +0100}, biburl = {https://dblp.org/rec/conf/aaaiss/Pearl19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/Pearl19, author = {Judea Pearl}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {The new science of cause and effect, with reflections on data science and artificial intelligence}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {4}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9005644}, doi = {10.1109/BIGDATA47090.2019.9005644}, timestamp = {Tue, 18 Oct 2022 14:44:48 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/Pearl19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CinelliKCPB19, author = {Carlos Cinelli and Daniel Kumor and Bryant Chen and Judea Pearl and Elias Bareinboim}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Sensitivity Analysis of Linear Structural Causal Models}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {1252--1261}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/cinelli19a.html}, timestamp = {Tue, 11 Jun 2019 15:37:38 +0200}, biburl = {https://dblp.org/rec/conf/icml/CinelliKCPB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LiP19, author = {Ang Li and Judea Pearl}, editor = {Sarit Kraus}, title = {Unit Selection Based on Counterfactual Logic}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {1793--1799}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/248}, doi = {10.24963/IJCAI.2019/248}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LiP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/MohanTP18, author = {Karthika Mohan and Felix Th{\"{o}}mmes and Judea Pearl}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Estimation with Incomplete Data: The Linear Case}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {5082--5088}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/705}, doi = {10.24963/IJCAI.2018/705}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/MohanTP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MohanP18, author = {Karthika Mohan and Judea Pearl}, editor = {Milan Studen{\'{y}} and V{\'{a}}clav Kratochv{\'{\i}}l}, title = {Consistent Estimation given Missing Data}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2018, 11-14 September 2018, Prague, Czech Republic}, series = {Proceedings of Machine Learning Research}, volume = {72}, pages = {284--295}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v72/mohan18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:22 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MohanP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/Pearl18, author = {Judea Pearl}, editor = {Yi Chang and Chengxiang Zhai and Yan Liu and Yoelle Maarek}, title = {Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution}, booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February 5-9, 2018}, pages = {3}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3159652.3176182}, doi = {10.1145/3159652.3176182}, timestamp = {Thu, 13 Aug 2020 18:13:38 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/Pearl18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-04016, author = {Judea Pearl}, title = {Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution}, journal = {CoRR}, volume = {abs/1801.04016}, year = {2018}, url = {http://arxiv.org/abs/1801.04016}, eprinttype = {arXiv}, eprint = {1801.04016}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-04016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ForneyPB17, author = {Andrew Forney and Judea Pearl and Elias Bareinboim}, editor = {Doina Precup and Yee Whye Teh}, title = {Counterfactual Data-Fusion for Online Reinforcement Learners}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1156--1164}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/forney17a.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/ForneyPB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pnas/BareinboimP16, author = {Elias Bareinboim and Judea Pearl}, title = {Causal inference and the data-fusion problem}, journal = {Proc. Natl. Acad. Sci. {USA}}, volume = {113}, number = {27}, pages = {7345--7352}, year = {2016}, url = {https://doi.org/10.1073/pnas.1510507113}, doi = {10.1073/PNAS.1510507113}, timestamp = {Thu, 16 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pnas/BareinboimP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/ZhangLBSP16, author = {Kun Zhang and Jiuyong Li and Elias Bareinboim and Bernhard Sch{\"{o}}lkopf and Judea Pearl}, title = {Preface to the {ACM} {TIST} Special Issue on Causal Discovery and Inference}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {7}, number = {2}, pages = {17:1--17:3}, year = {2016}, url = {https://doi.org/10.1145/2840720}, doi = {10.1145/2840720}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tist/ZhangLBSP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ChenPB16, author = {Bryant Chen and Judea Pearl and Elias Bareinboim}, editor = {Subbarao Kambhampati}, title = {Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {3577--3583}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/504}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/ChenPB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/jsai/MohanP15, author = {Karthika Mohan and Judea Pearl}, editor = {Joe Suzuki and Maomi Ueno}, title = {Missing Data from a Causal Perspective}, booktitle = {Advanced Methodologies for Bayesian Networks - Second International Workshop, {AMBN} 2015, Yokohama, Japan, November 16-18, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9505}, pages = {184--195}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-28379-1\_13}, doi = {10.1007/978-3-319-28379-1\_13}, timestamp = {Wed, 16 Mar 2022 23:55:07 +0100}, biburl = {https://dblp.org/rec/conf/jsai/MohanP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BareinboimFP15, author = {Elias Bareinboim and Andrew Forney and Judea Pearl}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Bandits with Unobserved Confounders: {A} Causal Approach}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1342--1350}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/795c7a7a5ec6b460ec00c5841019b9e9-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BareinboimFP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BroeckMCDP15, author = {Guy Van den Broeck and Karthika Mohan and Arthur Choi and Adnan Darwiche and Judea Pearl}, editor = {Marina Meila and Tom Heskes}, title = {Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {161--170}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/139.pdf}, timestamp = {Thu, 12 Mar 2020 11:31:09 +0100}, biburl = {https://dblp.org/rec/conf/uai/BroeckMCDP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ShpitserMP15, author = {Ilya Shpitser and Karthika Mohan and Judea Pearl}, editor = {Marina Meila and Tom Heskes}, title = {Missing Data as a Causal and Probabilistic Problem}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {802--811}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/204.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ShpitserMP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PearlB15, author = {Judea Pearl and Elias Bareinboim}, title = {External Validity: From Do-Calculus to Transportability Across Populations}, journal = {CoRR}, volume = {abs/1503.01603}, year = {2015}, url = {http://arxiv.org/abs/1503.01603}, eprinttype = {arXiv}, eprint = {1503.01603}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PearlB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChenPB15, author = {Bryant Chen and Judea Pearl and Elias Bareinboim}, title = {Identification by Auxiliary Instrumental Sets in Linear Structural Equation Models}, journal = {CoRR}, volume = {abs/1511.02995}, year = {2015}, url = {http://arxiv.org/abs/1511.02995}, eprinttype = {arXiv}, eprint = {1511.02995}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChenPB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aimatters/BareinboimP14, author = {Elias Bareinboim and Judea Pearl}, title = {Generalizing causal knowledge: theory and algorithms}, journal = {{AI} Matters}, volume = {1}, number = {2}, pages = {11--13}, year = {2014}, url = {https://doi.org/10.1145/2685328.2685331}, doi = {10.1145/2685328.2685331}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aimatters/BareinboimP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BareinboimTP14, author = {Elias Bareinboim and Jin Tian and Judea Pearl}, editor = {Carla E. Brodley and Peter Stone}, title = {Recovering from Selection Bias in Causal and Statistical Inference}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {2410--2416}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.9074}, doi = {10.1609/AAAI.V28I1.9074}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BareinboimTP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChenTP14, author = {Bryant Chen and Jin Tian and Judea Pearl}, editor = {Carla E. Brodley and Peter Stone}, title = {Testable Implications of Linear Structural Equation Models}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {2424--2430}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.9065}, doi = {10.1609/AAAI.V28I1.9065}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChenTP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ChenP14, author = {Eunice Yuh{-}Jie Chen and Judea Pearl}, title = {Random Bayesian networks with bounded indegree}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {114--121}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/chen14a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ChenP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/MohanP14, author = {Karthika Mohan and Judea Pearl}, title = {On the Testability of Models with Missing Data}, booktitle = {Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {33}, pages = {643--650}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v33/mohan14.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/MohanP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BareinboimP14, author = {Elias Bareinboim and Judea Pearl}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Transportability from Multiple Environments with Limited Experiments: Completeness Results}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {280--288}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/69adc1e107f7f7d035d7baf04342e1ca-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BareinboimP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MohanP14, author = {Karthika Mohan and Judea Pearl}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1520--1528}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MohanP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/chb/Pearl14, author = {Judea Pearl}, editor = {Teofilo F. Gonzalez and Jorge Diaz{-}Herrera and Allen Tucker}, title = {Graphical Models for Probabilistic and Causal Reasoning}, booktitle = {Computing Handbook, Third Edition: Computer Science and Software Engineering}, pages = {44: 1--24}, publisher = {{CRC} Press}, year = {2014}, timestamp = {Tue, 17 Jun 2014 14:00:46 +0200}, biburl = {https://dblp.org/rec/books/crc/chb/Pearl14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DelcherGKP14, author = {Arthur L. Delcher and Adam J. Grove and Simon Kasif and Judea Pearl}, title = {Logarithmic-Time Updates and Queries in Probabilistic Networks}, journal = {CoRR}, volume = {abs/1408.1479}, year = {2014}, url = {http://arxiv.org/abs/1408.1479}, eprinttype = {arXiv}, eprint = {1408.1479}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DelcherGKP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BroeckMCP14, author = {Guy Van den Broeck and Karthika Mohan and Arthur Choi and Judea Pearl}, title = {Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data}, journal = {CoRR}, volume = {abs/1411.7014}, year = {2014}, url = {http://arxiv.org/abs/1411.7014}, eprinttype = {arXiv}, eprint = {1411.7014}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BroeckMCP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cogsci/Pearl13, author = {Judea Pearl}, title = {Structural Counterfactuals: {A} Brief Introduction}, journal = {Cogn. Sci.}, volume = {37}, number = {6}, pages = {977--985}, year = {2013}, url = {https://doi.org/10.1111/cogs.12065}, doi = {10.1111/COGS.12065}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cogsci/Pearl13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BareinboimP13, author = {Elias Bareinboim and Judea Pearl}, editor = {Marie desJardins and Michael L. Littman}, title = {Causal Transportability with Limited Experiments}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {95--101}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8692}, doi = {10.1609/AAAI.V27I1.8692}, timestamp = {Mon, 04 Sep 2023 15:56:33 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BareinboimP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/BareinboimP13, author = {Elias Bareinboim and Judea Pearl}, title = {Meta-Transportability of Causal Effects: {A} Formal Approach}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {135--143}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/bareinboim13a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/conf/aistats/BareinboimP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ChenP13, author = {Eunice Yuh{-}Jie Chen and Judea Pearl}, title = {A simple criterion for controlling selection bias}, booktitle = {Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA, April 29 - May 1, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {31}, pages = {170--177}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v31/chen13b.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ChenP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BareinboimLHP13, author = {Elias Bareinboim and Sanghack Lee and Vasant G. Honavar and Judea Pearl}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Transportability from Multiple Environments with Limited Experiments}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {136--144}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/02522a2b2726fb0a03bb19f2d8d9524d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/BareinboimLHP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MohanPT13, author = {Karthika Mohan and Judea Pearl and Jin Tian}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Graphical Models for Inference with Missing Data}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1277--1285}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/0ff8033cf9437c213ee13937b1c4c455-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MohanPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-0557, author = {Blai Bonet and Judea Pearl}, title = {Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation}, journal = {CoRR}, volume = {abs/1301.0557}, year = {2013}, url = {http://arxiv.org/abs/1301.0557}, eprinttype = {arXiv}, eprint = {1301.0557}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-0557.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-0560, author = {Carlos Brito and Judea Pearl}, title = {Generalized Instrumental Variables}, journal = {CoRR}, volume = {abs/1301.0560}, year = {2013}, url = {http://arxiv.org/abs/1301.0560}, eprinttype = {arXiv}, eprint = {1301.0560}, timestamp = {Sat, 04 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-0560.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-0608, author = {Jin Tian and Judea Pearl}, title = {On the Testable Implications of Causal Models with Hidden Variables}, journal = {CoRR}, volume = {abs/1301.0608}, year = {2013}, url = {http://arxiv.org/abs/1301.0608}, eprinttype = {arXiv}, eprint = {1301.0608}, timestamp = {Thu, 28 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-0608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-2275, author = {Joseph Y. Halpern and Judea Pearl}, title = {Causes and Explanations: {A} Structural-Model Approach --- Part 1: Causes}, journal = {CoRR}, volume = {abs/1301.2275}, year = {2013}, url = {http://arxiv.org/abs/1301.2275}, eprinttype = {arXiv}, eprint = {1301.2275}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-2275.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-2300, author = {Judea Pearl}, title = {Direct and Indirect Effects}, journal = {CoRR}, volume = {abs/1301.2300}, year = {2013}, url = {http://arxiv.org/abs/1301.2300}, eprinttype = {arXiv}, eprint = {1301.2300}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-2300.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-2312, author = {Jin Tian and Judea Pearl}, title = {Causal Discovery from Changes}, journal = {CoRR}, volume = {abs/1301.2312}, year = {2013}, url = {http://arxiv.org/abs/1301.2312}, eprinttype = {arXiv}, eprint = {1301.2312}, timestamp = {Thu, 28 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-2312.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-3898, author = {Jin Tian and Judea Pearl}, title = {Probabilities of Causation: Bounds and Identification}, journal = {CoRR}, volume = {abs/1301.3898}, year = {2013}, url = {http://arxiv.org/abs/1301.3898}, eprinttype = {arXiv}, eprint = {1301.3898}, timestamp = {Thu, 28 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3898.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-3595, author = {Judea Pearl and Rina Dechter}, title = {Identifying Independencies in Causal Graphs with Feedback}, journal = {CoRR}, volume = {abs/1302.3595}, year = {2013}, url = {http://arxiv.org/abs/1302.3595}, eprinttype = {arXiv}, eprint = {1302.3595}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-3595.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-4929, author = {Alexander Balke and Judea Pearl}, title = {Counterfactuals and Policy Analysis in Structural Models}, journal = {CoRR}, volume = {abs/1302.4929}, year = {2013}, url = {http://arxiv.org/abs/1302.4929}, eprinttype = {arXiv}, eprint = {1302.4929}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-4929.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-4948, author = {David Galles and Judea Pearl}, title = {Testing Identifiability of Causal Effects}, journal = {CoRR}, volume = {abs/1302.4948}, year = {2013}, url = {http://arxiv.org/abs/1302.4948}, eprinttype = {arXiv}, eprint = {1302.4948}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-4948.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-4976, author = {Judea Pearl}, title = {On the Testability of Causal Models with Latent and Instrumental Variables}, journal = {CoRR}, volume = {abs/1302.4976}, year = {2013}, url = {http://arxiv.org/abs/1302.4976}, eprinttype = {arXiv}, eprint = {1302.4976}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-4976.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-4977, author = {Judea Pearl and James M. Robins}, title = {Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables}, journal = {CoRR}, volume = {abs/1302.4977}, year = {2013}, url = {http://arxiv.org/abs/1302.4977}, eprinttype = {arXiv}, eprint = {1302.4977}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-4977.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-6784, author = {Alexander Balke and Judea Pearl}, title = {Counterfactual Probabilities: Computational Methods, Bounds and Applications}, journal = {CoRR}, volume = {abs/1302.6784}, year = {2013}, url = {http://arxiv.org/abs/1302.6784}, eprinttype = {arXiv}, eprint = {1302.6784}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-6784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-6809, author = {Dan Geiger and Azaria Paz and Judea Pearl}, title = {On Testing Whether an Embedded Bayesian Network Represents a Probability Model}, journal = {CoRR}, volume = {abs/1302.6809}, year = {2013}, url = {http://arxiv.org/abs/1302.6809}, eprinttype = {arXiv}, eprint = {1302.6809}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-6809.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1302-6835, author = {Judea Pearl}, title = {A Probabilistic Calculus of Actions}, journal = {CoRR}, volume = {abs/1302.6835}, year = {2013}, url = {http://arxiv.org/abs/1302.6835}, eprinttype = {arXiv}, eprint = {1302.6835}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1302-6835.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-1455, author = {Judea Pearl}, title = {From Conditional Oughts to Qualitative Decision Theory}, journal = {CoRR}, volume = {abs/1303.1455}, year = {2013}, url = {http://arxiv.org/abs/1303.1455}, eprinttype = {arXiv}, eprint = {1303.1455}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-1455.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-1501, author = {Tom S. Verma and Judea Pearl}, title = {Deciding Morality of Graphs is NP-complete}, journal = {CoRR}, volume = {abs/1303.1501}, year = {2013}, url = {http://arxiv.org/abs/1303.1501}, eprinttype = {arXiv}, eprint = {1303.1501}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-1501.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-5406, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, title = {Reasoning With Qualitative Probabilities Can Be Tractable}, journal = {CoRR}, volume = {abs/1303.5406}, year = {2013}, url = {http://arxiv.org/abs/1303.5406}, eprinttype = {arXiv}, eprint = {1303.5406}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-5406.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-5435, author = {Tom S. Verma and Judea Pearl}, title = {An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation}, journal = {CoRR}, volume = {abs/1303.5435}, year = {2013}, url = {http://arxiv.org/abs/1303.5435}, eprinttype = {arXiv}, eprint = {1303.5435}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-5435.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-1108, author = {Tom S. Verma and Judea Pearl}, title = {On the Equivalence of Causal Models}, journal = {CoRR}, volume = {abs/1304.1108}, year = {2013}, url = {http://arxiv.org/abs/1304.1108}, eprinttype = {arXiv}, eprint = {1304.1108}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-1108.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-1505, author = {Dan Geiger and Tom S. Verma and Judea Pearl}, title = {d-Separation: From Theorems to Algorithms}, journal = {CoRR}, volume = {abs/1304.1505}, year = {2013}, url = {http://arxiv.org/abs/1304.1505}, eprinttype = {arXiv}, eprint = {1304.1505}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-1505.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-1507, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, title = {Deciding Consistency of Databases Containing Defeasible and Strict Information}, journal = {CoRR}, volume = {abs/1304.1507}, year = {2013}, url = {http://arxiv.org/abs/1304.1507}, eprinttype = {arXiv}, eprint = {1304.1507}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-1507.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-2355, author = {Dan Geiger and Judea Pearl}, title = {On the Logic of Causal Models}, journal = {CoRR}, volume = {abs/1304.2355}, year = {2013}, url = {http://arxiv.org/abs/1304.2355}, eprinttype = {arXiv}, eprint = {1304.2355}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-2355.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-2379, author = {Tom S. Verma and Judea Pearl}, title = {Causal Networks: Semantics and Expressiveness}, journal = {CoRR}, volume = {abs/1304.2379}, year = {2013}, url = {http://arxiv.org/abs/1304.2379}, eprinttype = {arXiv}, eprint = {1304.2379}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-2379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-2716, author = {Judea Pearl}, title = {Do We Need Higher-Order Probabilities and, If So, What Do They Mean?}, journal = {CoRR}, volume = {abs/1304.2716}, year = {2013}, url = {http://arxiv.org/abs/1304.2716}, eprinttype = {arXiv}, eprint = {1304.2716}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-2716.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-2730, author = {Lei Xu and Judea Pearl}, title = {Structuring Causal Tree Models with Continuous Variables}, journal = {CoRR}, volume = {abs/1304.2730}, year = {2013}, url = {http://arxiv.org/abs/1304.2730}, eprinttype = {arXiv}, eprint = {1304.2730}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-2730.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-2736, author = {George Rebane and Judea Pearl}, title = {The Recovery of Causal Poly-Trees from Statistical Data}, journal = {CoRR}, volume = {abs/1304.2736}, year = {2013}, url = {http://arxiv.org/abs/1304.2736}, eprinttype = {arXiv}, eprint = {1304.2736}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-2736.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-3102, author = {Judea Pearl}, title = {Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations}, journal = {CoRR}, volume = {abs/1304.3102}, year = {2013}, url = {http://arxiv.org/abs/1304.3102}, eprinttype = {arXiv}, eprint = {1304.3102}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-3102.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-3103, author = {Igor Roizen and Judea Pearl}, title = {Learning Link-Probabilities in Causal Trees}, journal = {CoRR}, volume = {abs/1304.3103}, year = {2013}, url = {http://arxiv.org/abs/1304.3103}, eprinttype = {arXiv}, eprint = {1304.3103}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-3103.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1304-3422, author = {Judea Pearl}, title = {A Constraint Propagation Approach to Probabilistic Reasoning}, journal = {CoRR}, volume = {abs/1304.3422}, year = {2013}, url = {http://arxiv.org/abs/1304.3422}, eprinttype = {arXiv}, eprint = {1304.3422}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1304-3422.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BareinboimP13, author = {Elias Bareinboim and Judea Pearl}, title = {A General Algorithm for Deciding Transportability of Experimental Results}, journal = {CoRR}, volume = {abs/1312.7485}, year = {2013}, url = {http://arxiv.org/abs/1312.7485}, eprinttype = {arXiv}, eprint = {1312.7485}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BareinboimP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BareinboimP12, author = {Elias Bareinboim and Judea Pearl}, editor = {J{\"{o}}rg Hoffmann and Bart Selman}, title = {Transportability of Causal Effects: Completeness Results}, booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada}, pages = {698--704}, publisher = {{AAAI} Press}, year = {2012}, url = {https://doi.org/10.1609/aaai.v26i1.8232}, doi = {10.1609/AAAI.V26I1.8232}, timestamp = {Mon, 04 Sep 2023 15:56:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BareinboimP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acm/GroszFMPR12, author = {Barbara J. Grosz and Edward A. Feigenbaum and Marvin Minsky and Judea Pearl and Raj Reddy}, title = {Human and Machine Intelligence}, booktitle = {{ACM} Turing Centenary Celebration, {ACM-TURING} '12, San Francisco, California, USA, June 15-16, 2012}, pages = {4:1}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2322176.2322180}, doi = {10.1145/2322176.2322180}, timestamp = {Tue, 06 Nov 2018 16:58:24 +0100}, biburl = {https://dblp.org/rec/conf/acm/GroszFMPR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl12, author = {Judea Pearl}, editor = {Nando de Freitas and Kevin P. Murphy}, title = {The Do-Calculus Revisited}, booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012}, pages = {3--11}, publisher = {{AUAI} Press}, year = {2012}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2330\&\#38;proceeding\_id=28}, timestamp = {Mon, 23 Nov 2020 08:36:48 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BareinboimP12, author = {Elias Bareinboim and Judea Pearl}, editor = {Nando de Freitas and Kevin P. Murphy}, title = {Causal Inference by Surrogate Experiments: z-Identifiability}, booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012}, pages = {113--120}, publisher = {{AUAI} Press}, year = {2012}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2275\&\#38;proceeding\_id=28}, timestamp = {Mon, 23 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BareinboimP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/BareinboimP12, author = {Elias Bareinboim and Judea Pearl}, editor = {Neil D. Lawrence and Mark A. Girolami}, title = {Controlling Selection Bias in Causal Inference}, booktitle = {Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, Spain, April 21-23, 2012}, series = {{JMLR} Proceedings}, volume = {22}, pages = {100--108}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v22/bareinboim12.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BareinboimP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-3503, author = {Judea Pearl}, title = {On a Class of Bias-Amplifying Variables that Endanger Effect Estimates}, journal = {CoRR}, volume = {abs/1203.3503}, year = {2012}, url = {http://arxiv.org/abs/1203.3503}, eprinttype = {arXiv}, eprint = {1203.3503}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-3503.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-3504, author = {Judea Pearl}, title = {On Measurement Bias in Causal Inference}, journal = {CoRR}, volume = {abs/1203.3504}, year = {2012}, url = {http://arxiv.org/abs/1203.3504}, eprinttype = {arXiv}, eprint = {1203.3504}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-3504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-3505, author = {Judea Pearl and Azaria Paz}, title = {Confounding Equivalence in Causal Inference}, journal = {CoRR}, volume = {abs/1203.3505}, year = {2012}, url = {http://arxiv.org/abs/1203.3505}, eprinttype = {arXiv}, eprint = {1203.3505}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-3505.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-2615, author = {Ilya Shpitser and Judea Pearl}, title = {Effects of Treatment on the Treated: Identification and Generalization}, journal = {CoRR}, volume = {abs/1205.2615}, year = {2012}, url = {http://arxiv.org/abs/1205.2615}, eprinttype = {arXiv}, eprint = {1205.2615}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-2615.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1206-5294, author = {Ilya Shpitser and Judea Pearl}, title = {What Counterfactuals Can Be Tested}, journal = {CoRR}, volume = {abs/1206.5294}, year = {2012}, url = {http://arxiv.org/abs/1206.5294}, eprinttype = {arXiv}, eprint = {1206.5294}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1206-5294.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BritoP12, author = {Carlos Brito and Judea Pearl}, title = {Graphical Condition for Identification in recursive {SEM}}, journal = {CoRR}, volume = {abs/1206.6821}, year = {2012}, url = {http://arxiv.org/abs/1206.6821}, eprinttype = {arXiv}, eprint = {1206.6821}, timestamp = {Sat, 04 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BritoP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ShpitserP12, author = {Ilya Shpitser and Judea Pearl}, title = {Identification of Conditional Interventional Distributions}, journal = {CoRR}, volume = {abs/1206.6876}, year = {2012}, url = {http://arxiv.org/abs/1206.6876}, eprinttype = {arXiv}, eprint = {1206.6876}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ShpitserP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1207-4173, author = {Judea Pearl}, title = {Robustness of Causal Claims}, journal = {CoRR}, volume = {abs/1207.4173}, year = {2012}, url = {http://arxiv.org/abs/1207.4173}, eprinttype = {arXiv}, eprint = {1207.4173}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1207-4173.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-4842, author = {Elias Bareinboim and Judea Pearl}, title = {Causal Inference by Surrogate Experiments: z-Identifiability}, journal = {CoRR}, volume = {abs/1210.4842}, year = {2012}, url = {http://arxiv.org/abs/1210.4842}, eprinttype = {arXiv}, eprint = {1210.4842}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-4842.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1210-4852, author = {Judea Pearl}, title = {The Do-Calculus Revisited}, journal = {CoRR}, volume = {abs/1210.4852}, year = {2012}, url = {http://arxiv.org/abs/1210.4852}, eprinttype = {arXiv}, eprint = {1210.4852}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1210-4852.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/Pearl11, author = {Judea Pearl}, title = {The algorithmization of counterfactuals}, journal = {Ann. Math. Artif. Intell.}, volume = {61}, number = {1}, pages = {29--39}, year = {2011}, url = {https://doi.org/10.1007/s10472-011-9247-9}, doi = {10.1007/S10472-011-9247-9}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amai/Pearl11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/Pearl11, author = {Judea Pearl}, title = {Graphical models, potential outcomes and causal inference: Comment on Linquist and Sobel}, journal = {NeuroImage}, volume = {58}, number = {3}, pages = {770--771}, year = {2011}, url = {https://doi.org/10.1016/j.neuroimage.2011.06.007}, doi = {10.1016/J.NEUROIMAGE.2011.06.007}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/Pearl11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PearlB11, author = {Judea Pearl and Elias Bareinboim}, editor = {Wolfram Burgard and Dan Roth}, title = {Transportability of Causal and Statistical Relations: {A} Formal Approach}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {247--254}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.7861}, doi = {10.1609/AAAI.V25I1.7861}, timestamp = {Mon, 04 Sep 2023 16:05:54 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PearlB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BareinboimP11, author = {Elias Bareinboim and Judea Pearl}, editor = {Wolfram Burgard and Dan Roth}, title = {Controlling Selection Bias in Causal Inference}, booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2011, San Francisco, California, USA, August 7-11, 2011}, pages = {1754--1755}, publisher = {{AAAI} Press}, year = {2011}, url = {https://doi.org/10.1609/aaai.v25i1.8056}, doi = {10.1609/AAAI.V25I1.8056}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BareinboimP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/Pearl11, author = {Judea Pearl}, editor = {Laura A. Carlson and Christoph H{\"{o}}lscher and Thomas F. Shipley}, title = {The algorithmization of counterfactuals}, booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society, CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011}, publisher = {cognitivesciencesociety.org}, year = {2011}, url = {https://mindmodeling.org/cogsci2011/papers/0699/index.html}, timestamp = {Wed, 17 Apr 2024 12:44:29 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/Pearl11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cogsci/SlomanPCRJK11, author = {Steven A. Sloman and Judea Pearl and Nick Chater and Lance J. Rips and Jim Joyce and Stefan Kaufmann}, editor = {Laura A. Carlson and Christoph H{\"{o}}lscher and Thomas F. Shipley}, title = {On Counterfactuals and Cognitive Science: Rumlhart Prize Symposium in Honor of Judea Pearl}, booktitle = {Proceedings of the 33th Annual Meeting of the Cognitive Science Society, CogSci 2011, Boston, Massachusetts, USA, July 20-23, 2011}, publisher = {cognitivesciencesociety.org}, year = {2011}, url = {https://mindmodeling.org/cogsci2011/papers/0295/index.html}, timestamp = {Wed, 17 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cogsci/SlomanPCRJK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gkr/BareinboimBP11, author = {Elias Bareinboim and Carlos Brito and Judea Pearl}, editor = {Madalina Croitoru and Sebastian Rudolph and Nic Wilson and John Howse and Olivier Corby}, title = {Local Characterizations of Causal Bayesian Networks}, booktitle = {Graph Structures for Knowledge Representation and Reasoning - Second International Workshop, {GKR} 2011, Barcelona, Spain, July 16, 2011. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7205}, pages = {1--17}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-29449-5\_1}, doi = {10.1007/978-3-642-29449-5\_1}, timestamp = {Mon, 03 Jan 2022 22:26:13 +0100}, biburl = {https://dblp.org/rec/conf/gkr/BareinboimBP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/PearlB11, author = {Judea Pearl and Elias Bareinboim}, editor = {Myra Spiliopoulou and Haixun Wang and Diane J. Cook and Jian Pei and Wei Wang and Osmar R. Za{\"{\i}}ane and Xindong Wu}, title = {Transportability of Causal and Statistical Relations: {A} Formal Approach}, booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference on, Vancouver, BC, Canada, December 11, 2011}, pages = {540--547}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDMW.2011.169}, doi = {10.1109/ICDMW.2011.169}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/PearlB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/Pearl11, author = {Judea Pearl}, editor = {Chid Apt{\'{e}} and Joydeep Ghosh and Padhraic Smyth}, title = {The mathematics of causal inference}, booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011}, pages = {5}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2020408.2020416}, doi = {10.1145/2020408.2020416}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/Pearl11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/stat/GreenlandP11, author = {Sander Greenland and Judea Pearl}, editor = {Miodrag Lovric}, title = {Causal Diagrams}, booktitle = {International Encyclopedia of Statistical Science}, pages = {208--216}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-04898-2\_162}, doi = {10.1007/978-3-642-04898-2\_162}, timestamp = {Wed, 14 Nov 2018 10:51:34 +0100}, biburl = {https://dblp.org/rec/reference/stat/GreenlandP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/WeissP10, author = {Yair Weiss and Judea Pearl}, title = {Belief propagation: technical perspective}, journal = {Commun. {ACM}}, volume = {53}, number = {10}, pages = {94}, year = {2010}, url = {https://doi.org/10.1145/1831407.1831430}, doi = {10.1145/1831407.1831430}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/WeissP10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl10, author = {Judea Pearl}, editor = {Peter Gr{\"{u}}nwald and Peter Spirtes}, title = {On a Class of Bias-Amplifying Variables that Endanger Effect Estimates}, booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010}, pages = {417--424}, publisher = {{AUAI} Press}, year = {2010}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2109\&\#38;proceeding\_id=26}, timestamp = {Wed, 03 Feb 2021 11:09:25 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl10a, author = {Judea Pearl}, editor = {Peter Gr{\"{u}}nwald and Peter Spirtes}, title = {On Measurement Bias in Causal Inference}, booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010}, pages = {425--432}, publisher = {{AUAI} Press}, year = {2010}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2097\&\#38;proceeding\_id=26}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl10a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PearlP10, author = {Judea Pearl and Azaria Paz}, editor = {Peter Gr{\"{u}}nwald and Peter Spirtes}, title = {Confounding Equivalence in Causal Inference}, booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010}, pages = {433--441}, publisher = {{AUAI} Press}, year = {2010}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2113\&\#38;proceeding\_id=26}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PearlP10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/Pearl10, author = {Judea Pearl}, editor = {Isabelle Guyon and Dominik Janzing and Bernhard Sch{\"{o}}lkopf}, title = {Causal Inference}, booktitle = {Causality: Objectives and Assessment {(NIPS} 2008 Workshop), Whistler, Canada, December 12, 2008}, series = {{JMLR} Proceedings}, volume = {6}, pages = {39--58}, publisher = {JMLR.org}, year = {2010}, url = {http://proceedings.mlr.press/v6/pearl10a.html}, timestamp = {Wed, 29 May 2019 08:41:44 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Pearl10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ShpitserP09, author = {Ilya Shpitser and Judea Pearl}, editor = {Jeff A. Bilmes and Andrew Y. Ng}, title = {Effects of Treatment on the Treated: Identification and Generalization}, booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009}, pages = {514--521}, publisher = {{AUAI} Press}, year = {2009}, url = {https://www.auai.org/uai2009/papers/UAI2009\_0073\_63adfb8ce831dbcafdce2ecabcc391fc.pdf}, timestamp = {Tue, 25 Oct 2022 12:03:45 +0200}, biburl = {https://dblp.org/rec/conf/uai/ShpitserP09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ShpitserP08, author = {Ilya Shpitser and Judea Pearl}, title = {Complete Identification Methods for the Causal Hierarchy}, journal = {J. Mach. Learn. Res.}, volume = {9}, pages = {1941--1979}, year = {2008}, url = {https://dl.acm.org/doi/10.5555/1390681.1442797}, doi = {10.5555/1390681.1442797}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ShpitserP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShpitserP08, author = {Ilya Shpitser and Judea Pearl}, editor = {Dieter Fox and Carla P. Gomes}, title = {Dormant Independence}, booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008}, pages = {1081--1087}, publisher = {{AAAI} Press}, year = {2008}, url = {http://www.aaai.org/Library/AAAI/2008/aaai08-171.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShpitserP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/logcom/HopkinsP07, author = {Mark Hopkins and Judea Pearl}, title = {Causality and Counterfactuals in the Situation Calculus}, journal = {J. Log. Comput.}, volume = {17}, number = {5}, pages = {939--953}, year = {2007}, url = {https://doi.org/10.1093/logcom/exm048}, doi = {10.1093/LOGCOM/EXM048}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/logcom/HopkinsP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ShpitserP07, author = {Ilya Shpitser and Judea Pearl}, editor = {Ronald Parr and Linda C. van der Gaag}, title = {What Counterfactuals Can Be Tested}, booktitle = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007}, pages = {352--359}, publisher = {{AUAI} Press}, year = {2007}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1709\&\#38;proceeding\_id=23}, timestamp = {Wed, 03 Feb 2021 11:09:18 +0100}, biburl = {https://dblp.org/rec/conf/uai/ShpitserP07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShpitserP06, author = {Ilya Shpitser and Judea Pearl}, title = {Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1219--1226}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-191.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShpitserP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TianKP06, author = {Jin Tian and Changsung Kang and Judea Pearl}, title = {A Characterization of Interventional Distributions in Semi-Markovian Causal Models}, booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence and the Eighteenth Innovative Applications of Artificial Intelligence Conference, July 16-20, 2006, Boston, Massachusetts, {USA}}, pages = {1239--1244}, publisher = {{AAAI} Press}, year = {2006}, url = {http://www.aaai.org/Library/AAAI/2006/aaai06-194.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TianKP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BritoP06, author = {Carlos Brito and Judea Pearl}, title = {Graphical Condition for Identification in recursive {SEM}}, booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial Intelligence, Cambridge, MA, USA, July 13-16, 2006}, publisher = {{AUAI} Press}, year = {2006}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1285\&\#38;proceeding\_id=22}, timestamp = {Sat, 04 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/BritoP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ShpitserP06, author = {Ilya Shpitser and Judea Pearl}, title = {Identification of Conditional Interventional Distributions}, booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial Intelligence, Cambridge, MA, USA, July 13-16, 2006}, publisher = {{AUAI} Press}, year = {2006}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1286\&\#38;proceeding\_id=22}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/ShpitserP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl05, author = {Judea Pearl}, title = {Response to review by Kyburg}, journal = {Artif. Intell.}, volume = {169}, number = {2}, pages = {180}, year = {2005}, url = {https://doi.org/10.1016/j.artint.2005.10.004}, doi = {10.1016/J.ARTINT.2005.10.004}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/da/Pearl05, author = {Judea Pearl}, title = {Influence Diagrams - Historical and Personal Perspectives}, journal = {Decis. Anal.}, volume = {2}, number = {4}, pages = {232--234}, year = {2005}, url = {https://doi.org/10.1287/deca.1050.0055}, doi = {10.1287/DECA.1050.0055}, timestamp = {Wed, 22 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/da/Pearl05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AvinSP05, author = {Chen Avin and Ilya Shpitser and Judea Pearl}, editor = {Leslie Pack Kaelbling and Alessandro Saffiotti}, title = {Identifiability of Path-Specific Effects}, booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August 5, 2005}, pages = {357--363}, publisher = {Professional Book Center}, year = {2005}, url = {http://ijcai.org/Proceedings/05/Papers/0886.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AvinSP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl04, author = {Judea Pearl}, editor = {David Maxwell Chickering and Joseph Y. Halpern}, title = {Robustness of Causal Claims}, booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial Intelligence, Banff, Canada, July 7-11, 2004}, pages = {446--453}, publisher = {{AUAI} Press}, year = {2004}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1140\&\#38;proceeding\_id=20}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/Pearl02, author = {Judea Pearl}, title = {Reasoning with Cause and Effect}, journal = {{AI} Mag.}, volume = {23}, number = {1}, pages = {95--112}, year = {2002}, url = {https://doi.org/10.1609/aimag.v23i1.1612}, doi = {10.1609/AIMAG.V23I1.1612}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/Pearl02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BritoP02, author = {Carlos Brito and Judea Pearl}, editor = {Rina Dechter and Michael J. Kearns and Richard S. Sutton}, title = {A Graphical Criterion for the Identification of Causal Effects in Linear Models}, booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada}, pages = {533--538}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2002}, url = {http://www.aaai.org/Library/AAAI/2002/aaai02-080.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BritoP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TianP02, author = {Jin Tian and Judea Pearl}, editor = {Rina Dechter and Michael J. Kearns and Richard S. Sutton}, title = {A General Identification Condition for Causal Effects}, booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada}, pages = {567--573}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2002}, url = {http://www.aaai.org/Library/AAAI/2002/aaai02-085.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TianP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TianP02a, author = {Jin Tian and Judea Pearl}, editor = {Rina Dechter and Michael J. Kearns and Richard S. Sutton}, title = {A New Characterization of the Experimental Implications of Causal Bayesian Networks}, booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada}, pages = {574--580}, publisher = {{AAAI} Press / The {MIT} Press}, year = {2002}, url = {http://www.aaai.org/Library/AAAI/2002/aaai02-086.php}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TianP02a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BonetP02, author = {Blai Bonet and Judea Pearl}, editor = {Adnan Darwiche and Nir Friedman}, title = {Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation}, booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial Intelligence, University of Alberta, Edmonton, Alberta, Canada, August 1-4, 2002}, pages = {61--68}, publisher = {Morgan Kaufmann}, year = {2002}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=845\&\#38;proceeding\_id=18}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BonetP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BritoP02, author = {Carlos Brito and Judea Pearl}, editor = {Adnan Darwiche and Nir Friedman}, title = {Generalized Instrumental Variables}, booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial Intelligence, University of Alberta, Edmonton, Alberta, Canada, August 1-4, 2002}, pages = {85--93}, publisher = {Morgan Kaufmann}, year = {2002}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=848\&\#38;proceeding\_id=18}, timestamp = {Sat, 04 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uai/BritoP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TianP02, author = {Jin Tian and Judea Pearl}, editor = {Adnan Darwiche and Nir Friedman}, title = {On the Testable Implications of Causal Models with Hidden Variables}, booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial Intelligence, University of Alberta, Edmonton, Alberta, Canada, August 1-4, 2002}, pages = {519--527}, publisher = {Morgan Kaufmann}, year = {2002}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=899\&\#38;proceeding\_id=18}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TianP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/cs-AI-0208034, author = {Joseph Y. Halpern and Judea Pearl}, title = {Causes and Explanations: {A} Structural-Model Approach. Part {II:} Explanations}, journal = {CoRR}, volume = {cs.AI/0208034}, year = {2002}, url = {https://arxiv.org/abs/cs/0208034}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/cs-AI-0208034.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/Pearl01, author = {Judea Pearl}, title = {On Two Pseudo-Paradoxes in Bayesian Analysis}, journal = {Ann. Math. Artif. Intell.}, volume = {32}, number = {1-4}, pages = {171--177}, year = {2001}, url = {https://doi.org/10.1023/A:1016709416174}, doi = {10.1023/A:1016709416174}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amai/Pearl01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HalpernP01, author = {Joseph Y. Halpern and Judea Pearl}, editor = {Bernhard Nebel}, title = {Causes and Explanations: {A} Structural-Model Approach - Part {II:} Explanations}, booktitle = {Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, {IJCAI} 2001, Seattle, Washington, USA, August 4-10, 2001}, pages = {27--34}, publisher = {Morgan Kaufmann}, year = {2001}, timestamp = {Tue, 20 Aug 2019 16:18:14 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HalpernP01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/HalpernP01, author = {Joseph Y. Halpern and Judea Pearl}, editor = {Jack S. Breese and Daphne Koller}, title = {Causes and Explanations: {A} Structural-Model Approach: Part 1: Causes}, booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001}, pages = {194--202}, publisher = {Morgan Kaufmann}, year = {2001}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=100\&\#38;proceeding\_id=17}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/HalpernP01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl01, author = {Judea Pearl}, editor = {Jack S. Breese and Daphne Koller}, title = {Direct and Indirect Effects}, booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001}, pages = {411--420}, publisher = {Morgan Kaufmann}, year = {2001}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=126\&\#38;proceeding\_id=17}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TianP01, author = {Jin Tian and Judea Pearl}, editor = {Jack S. Breese and Daphne Koller}, title = {Causal Discovery from Changes}, booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001}, pages = {512--521}, publisher = {Morgan Kaufmann}, year = {2001}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=138\&\#38;proceeding\_id=17}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TianP01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/TianP00, author = {Jin Tian and Judea Pearl}, title = {Probabilities of causation: Bounds and identification}, journal = {Ann. Math. Artif. Intell.}, volume = {28}, number = {1-4}, pages = {287--313}, year = {2000}, url = {https://doi.org/10.1023/A:1018912507879}, doi = {10.1023/A:1018912507879}, timestamp = {Thu, 28 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/amai/TianP00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/TianP00, author = {Jin Tian and Judea Pearl}, editor = {Craig Boutilier and Mois{\'{e}}s Goldszmidt}, title = {Probabilities of Causation: Bounds and Identification}, booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30 - July 3, 2000}, pages = {589--598}, publisher = {Morgan Kaufmann}, year = {2000}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=69\&\#38;proceeding\_id=16}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/TianP00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/cs-AI-0011012, author = {Joseph Y. Halpern and Judea Pearl}, title = {Causes and Explanations: {A} Structural-Model Approach, Part {I:} Causes}, journal = {CoRR}, volume = {cs.AI/0011012}, year = {2000}, url = {https://arxiv.org/abs/cs/0011012}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/cs-AI-0011012.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/synthese/Pearl99, author = {Judea Pearl}, title = {Probabilities Of Causation: Three Counterfactual Interpretations And Their Identification}, journal = {Synth.}, volume = {121}, number = {1-2}, pages = {93--149}, year = {1999}, url = {https://doi.org/10.1023/A:1005233831499}, doi = {10.1023/A:1005233831499}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/synthese/Pearl99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/PearlM99, author = {Judea Pearl and Peyman Meshkat}, editor = {David Heckerman and Joe Whittaker}, title = {Testing regression models with fewer regressors}, booktitle = {Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January 3-6, 1999}, publisher = {Society for Artificial Intelligence and Statistics}, year = {1999}, url = {http://uncertainty99.microsoft.com/pearl.htm}, timestamp = {Fri, 05 Jul 2024 15:44:56 +0200}, biburl = {https://dblp.org/rec/conf/aistats/PearlM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Pearl99, author = {Judea Pearl}, editor = {Thomas Dean}, title = {Reasoning with Cause and Effect}, booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999. 2 Volumes, 1450 pages}, pages = {1437--1449}, publisher = {Morgan Kaufmann}, year = {1999}, url = {http://ijcai.org/Proceedings/99-2/Papers/108.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:16 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Pearl99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DarwicheP97, author = {Adnan Darwiche and Judea Pearl}, title = {On the Logic of Iterated Belief Revision}, journal = {Artif. Intell.}, volume = {89}, number = {1-2}, pages = {1--29}, year = {1997}, url = {https://doi.org/10.1016/S0004-3702(96)00038-0}, doi = {10.1016/S0004-3702(96)00038-0}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DarwicheP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/SubramanianGP97, author = {Devika Subramanian and Russell Greiner and Judea Pearl}, title = {The Relevance of Relevance (Editorial)}, journal = {Artif. Intell.}, volume = {97}, number = {1-2}, pages = {1--5}, year = {1997}, url = {https://doi.org/10.1016/S0004-3702(97)00075-1}, doi = {10.1016/S0004-3702(97)00075-1}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/SubramanianGP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GallesP97, author = {David Galles and Judea Pearl}, title = {Axioms of Causal Relevance}, journal = {Artif. Intell.}, volume = {97}, number = {1-2}, pages = {9--43}, year = {1997}, url = {https://doi.org/10.1016/S0004-3702(97)00047-7}, doi = {10.1016/S0004-3702(97)00047-7}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GallesP97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/tucker97/Pearl97, author = {Judea Pearl}, editor = {Allen B. Tucker}, title = {Graphical Models for Probabilistic and Causal Reasoning}, booktitle = {The Computer Science and Engineering Handbook}, pages = {697--714}, publisher = {{CRC} Press}, year = {1997}, timestamp = {Sun, 09 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/crc/tucker97/Pearl97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl96, author = {Judea Pearl}, title = {Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling}, journal = {Artif. Intell.}, volume = {84}, number = {1-2}, pages = {57--112}, year = {1996}, url = {https://doi.org/10.1016/0004-3702(95)00090-9}, doi = {10.1016/0004-3702(95)00090-9}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/MeiriDP96, author = {Itay Meiri and Rina Dechter and Judea Pearl}, title = {Uncovering Trees in Constraint Networks}, journal = {Artif. Intell.}, volume = {86}, number = {2}, pages = {245--267}, year = {1996}, url = {https://doi.org/10.1016/0004-3702(95)00102-6}, doi = {10.1016/0004-3702(95)00102-6}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/MeiriDP96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csur/Pearl96, author = {Judea Pearl}, title = {Decision Making Under Uncertainty}, journal = {{ACM} Comput. Surv.}, volume = {28}, number = {1}, pages = {89--92}, year = {1996}, url = {https://doi.org/10.1145/234313.234354}, doi = {10.1145/234313.234354}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csur/Pearl96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jair/DelcherGKP96, author = {Arthur L. Delcher and Adam J. Grove and Simon Kasif and Judea Pearl}, title = {Logarithmic-Time Updates and Queries in Probabilistic Networks}, journal = {J. Artif. Intell. Res.}, volume = {4}, pages = {37--59}, year = {1996}, url = {https://doi.org/10.1613/jair.238}, doi = {10.1613/JAIR.238}, timestamp = {Mon, 21 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jair/DelcherGKP96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jgt/PazPU96, author = {Azaria Paz and Judea Pearl and Shmuel Ur}, title = {A new characterization of graphs based on interception relations}, journal = {J. Graph Theory}, volume = {22}, number = {2}, pages = {125--136}, year = {1996}, url = {https://doi.org/10.1002/(SICI)1097-0118(199606)22:2\&\#60;125::AID-JGT3\&\#62;3.0.CO;2-P}, doi = {10.1002/(SICI)1097-0118(199606)22:2\&\#60;125::AID-JGT3\&\#62;3.0.CO;2-P}, timestamp = {Fri, 02 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jgt/PazPU96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChickeringP96, author = {David Maxwell Chickering and Judea Pearl}, editor = {William J. Clancey and Daniel S. Weld}, title = {A Clinician's Tool for Analyzing Non-Compliance}, booktitle = {Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, {AAAI} 96, {IAAI} 96, Portland, Oregon, USA, August 4-8, 1996, Volume 2}, pages = {1269--1276}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1996}, url = {http://www.aaai.org/Library/AAAI/1996/aaai96-188.php}, timestamp = {Tue, 05 Sep 2023 08:53:09 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChickeringP96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tark/Pearl96, author = {Judea Pearl}, editor = {Yoav Shoham}, title = {Causation, Action and Counterfactuals}, booktitle = {Proceedings of the Sixth Conference on Theoretical Aspects of Rationality and Knowledge, De Zeeuwse Stromen, The Netherlands, March 17-20 1996}, pages = {51--73}, publisher = {Morgan Kaufmann}, year = {1996}, timestamp = {Thu, 23 Jun 2016 15:53:28 +0200}, biburl = {https://dblp.org/rec/conf/tark/Pearl96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PearlD96, author = {Judea Pearl and Rina Dechter}, editor = {Eric Horvitz and Finn Verner Jensen}, title = {Identifying Independencies in Causal Graphs with Feedback}, booktitle = {{UAI} '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, Reed College, Portland, Oregon, USA, August 1-4, 1996}, pages = {420--426}, publisher = {Morgan Kaufmann}, year = {1996}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=395\&\#38;proceeding\_id=12}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PearlD96.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/cs-AI-9602102, author = {Arthur L. Delcher and Adam J. Grove and Simon Kasif and Judea Pearl}, title = {Logarithmic-Time Updates and Queries in Probabilistic Networks}, journal = {CoRR}, volume = {cs.AI/9602102}, year = {1996}, url = {https://arxiv.org/abs/cs/9602102}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/cs-AI-9602102.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/artmed/Pearl95, author = {Judea Pearl}, title = {Causal inference from indirect experiments}, journal = {Artif. Intell. Medicine}, volume = {7}, number = {6}, pages = {561--582}, year = {1995}, url = {https://doi.org/10.1016/0933-3657(95)00027-3}, doi = {10.1016/0933-3657(95)00027-3}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/artmed/Pearl95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/Pearl95, author = {Judea Pearl}, editor = {Doug Fisher and Hans{-}Joachim Lenz}, title = {A Causal Calculus for Statistical Research}, booktitle = {Learning from Data - Fifth International Workshop on Artificial Intelligence and Statistics, {AISTATS} 1995, Key West, Florida, USA, January 4-7, 1995. Proceedings}, pages = {23--33}, publisher = {Springer}, year = {1995}, url = {https://doi.org/10.1007/978-1-4612-2404-4\_3}, doi = {10.1007/978-1-4612-2404-4\_3}, timestamp = {Fri, 05 Jul 2024 15:44:56 +0200}, biburl = {https://dblp.org/rec/conf/aistats/Pearl95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/TanP95, author = {Sek{-}Wah Tan and Judea Pearl}, title = {Specificity and Inheritance in Default Reasoning}, booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, {IJCAI} 95, Montr{\'{e}}al Qu{\'{e}}bec, Canada, August 20-25 1995, 2 Volumes}, pages = {1480--1487}, publisher = {Morgan Kaufmann}, year = {1995}, url = {http://ijcai.org/Proceedings/95-2/Papers/060.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:30 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/TanP95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BalkeP95, author = {Alexander Balke and Judea Pearl}, editor = {Philippe Besnard and Steve Hanks}, title = {Counterfactuals and Policy Analysis in Structural Models}, booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20, 1995}, pages = {11--18}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=414\&\#38;proceeding\_id=11}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BalkeP95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/DelcherGKP95, author = {Arthur L. Delcher and Adam J. Grove and Simon Kasif and Judea Pearl}, editor = {Philippe Besnard and Steve Hanks}, title = {Logarithmic-Time Updates and Queries in Probabilistic Networks}, booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20, 1995}, pages = {116--124}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=426\&\#38;proceeding\_id=11}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/DelcherGKP95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GallesP95, author = {David Galles and Judea Pearl}, editor = {Philippe Besnard and Steve Hanks}, title = {Testing Identifiability of Causal Effects}, booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20, 1995}, pages = {185--195}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=434\&\#38;proceeding\_id=11}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GallesP95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl95, author = {Judea Pearl}, editor = {Philippe Besnard and Steve Hanks}, title = {On the Testability of Causal Models With Latent and Instrumental Variables}, booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20, 1995}, pages = {435--443}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=462\&\#38;proceeding\_id=11}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/PearlR95, author = {Judea Pearl and James M. Robins}, editor = {Philippe Besnard and Steve Hanks}, title = {Probabilistic evaluation of sequential plans from causal models with hidden variables}, booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20, 1995}, pages = {444--453}, publisher = {Morgan Kaufmann}, year = {1995}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=463\&\#38;proceeding\_id=11}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/PearlR95.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BalkeP94, author = {Alexander Balke and Judea Pearl}, editor = {Barbara Hayes{-}Roth and Richard E. Korf}, title = {Probabilistic Evaluation of Counterfactual Queries}, booktitle = {Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31 - August 4, 1994, Volume 1}, pages = {230--237}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1994}, url = {http://www.aaai.org/Library/AAAI/1994/aaai94-035.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BalkeP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DarwicheP94, author = {Adnan Darwiche and Judea Pearl}, editor = {Barbara Hayes{-}Roth and Richard E. Korf}, title = {Symbolic Causal Networks}, booktitle = {Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31 - August 4, 1994, Volume 1}, pages = {238--244}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1994}, url = {http://www.aaai.org/Library/AAAI/1994/aaai94-036.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DarwicheP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/TanP94, author = {Sek{-}Wah Tan and Judea Pearl}, editor = {Barbara Hayes{-}Roth and Richard E. Korf}, title = {Qualitative Decision Theory}, booktitle = {Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31 - August 4, 1994, Volume 2}, pages = {928--933}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1994}, url = {http://www.aaai.org/Library/AAAI/1994/aaai94-142.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/TanP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Pearl94, author = {Judea Pearl}, editor = {Anthony G. Cohn}, title = {Causation, Action and Counterfactuals}, booktitle = {Proceedings of the Eleventh European Conference on Artificial Intelligence, Amsterdam, The Netherlands, August 8-12, 1994}, pages = {826--828}, publisher = {John Wiley and Sons, Chichester}, year = {1994}, timestamp = {Tue, 20 Jun 2023 09:03:42 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Pearl94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/TanP94, author = {Sek{-}Wah Tan and Judea Pearl}, editor = {Jon Doyle and Erik Sandewall and Pietro Torasso}, title = {Specification and Evaluation of Preferences Under Uncertainty}, booktitle = {Proceedings of the 4th International Conference on Principles of Knowledge Representation and Reasoning (KR'94). Bonn, Germany, May 24-27, 1994}, pages = {530--539}, publisher = {Morgan Kaufmann}, year = {1994}, timestamp = {Fri, 18 May 2012 15:02:59 +0200}, biburl = {https://dblp.org/rec/conf/kr/TanP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tark/DarwicheP94, author = {Adnan Darwiche and Judea Pearl}, editor = {Ronald Fagin}, title = {On the Logic of iterated Belief Revision}, booktitle = {Proceedings of the 5th Conference on Theoretical Aspects of Reasoning about Knowledge, Pacific Grove, CA, USA, March 1994}, pages = {5--23}, publisher = {Morgan Kaufmann}, year = {1994}, timestamp = {Tue, 05 Mar 2002 09:23:12 +0100}, biburl = {https://dblp.org/rec/conf/tark/DarwicheP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BalkeP94, author = {Alexander Balke and Judea Pearl}, editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and David Poole}, title = {Counterfactual Probabilities: Computational Methods, Bounds and Applications}, booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, Seattle, Washington, USA, July 29-31, 1994}, pages = {46--54}, publisher = {Morgan Kaufmann}, year = {1994}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=486\&\#38;proceeding\_id=10}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/BalkeP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GeigerPP94, author = {Dan Geiger and Azaria Paz and Judea Pearl}, editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and David Poole}, title = {On Testing Whether an Embedded Bayesian Network Represents a Probability Model}, booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, Seattle, Washington, USA, July 29-31, 1994}, pages = {244--252}, publisher = {Morgan Kaufmann}, year = {1994}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=510\&\#38;proceeding\_id=10}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GeigerPP94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl94, author = {Judea Pearl}, editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and David Poole}, title = {A Probabilistic Calculus of Actions}, booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, Seattle, Washington, USA, July 29-31, 1994}, pages = {454--462}, publisher = {Morgan Kaufmann}, year = {1994}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=536\&\#38;proceeding\_id=10}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl94.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl93, author = {Judea Pearl}, title = {Belief Networks Revisited}, journal = {Artif. Intell.}, volume = {59}, number = {1-2}, pages = {49--56}, year = {1993}, url = {https://doi.org/10.1016/0004-3702(93)90169-C}, doi = {10.1016/0004-3702(93)90169-C}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/GoldzsmidtMP93, author = {Mois{\'{e}}s Goldszmidt and Paul H. Morris and Judea Pearl}, title = {A Maximum Entropy Approach to Nonmonotonic Reasoning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {15}, number = {3}, pages = {220--232}, year = {1993}, url = {https://doi.org/10.1109/34.204904}, doi = {10.1109/34.204904}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/GoldzsmidtMP93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl93, author = {Judea Pearl}, editor = {David Heckerman and E. H. Mamdani}, title = {From Conditional Oughts to Qualitative Decision Theory}, booktitle = {{UAI} '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, The Catholic University of America, Providence, Washington, DC, USA, July 9-11, 1993}, pages = {12--22}, publisher = {Morgan Kaufmann}, year = {1993}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=558\&\#38;proceeding\_id=9}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VermaP93, author = {Thomas Verma and Judea Pearl}, editor = {David Heckerman and E. H. Mamdani}, title = {Deciding Morality of Graphs is NP-complete}, booktitle = {{UAI} '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, The Catholic University of America, Providence, Washington, DC, USA, July 9-11, 1993}, pages = {391--399}, publisher = {Morgan Kaufmann}, year = {1993}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=604\&\#38;proceeding\_id=9}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/VermaP93.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GoldszmidtP92, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, title = {On the Consistency of Defeasible Databases}, journal = {Artif. Intell.}, volume = {52}, number = {2}, pages = {121--149}, year = {1992}, url = {https://doi.org/10.1016/0004-3702(91)90039-M}, doi = {10.1016/0004-3702(91)90039-M}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/GoldszmidtP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/GeffnerP92, author = {Hector Geffner and Judea Pearl}, title = {Conditional Entailment: Bridging two Approaches to Default Reasoning}, journal = {Artif. Intell.}, volume = {53}, number = {2-3}, pages = {209--244}, year = {1992}, url = {https://doi.org/10.1016/0004-3702(92)90071-5}, doi = {10.1016/0004-3702(92)90071-5}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/GeffnerP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DechterP92, author = {Rina Dechter and Judea Pearl}, title = {Structure Identification in Relational Data}, journal = {Artif. Intell.}, volume = {58}, number = {1-3}, pages = {237--270}, year = {1992}, url = {https://doi.org/10.1016/0004-3702(92)90009-M}, doi = {10.1016/0004-3702(92)90009-M}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DechterP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Pearl92, author = {Judea Pearl}, title = {Rejoinder to comments on "reasoning with belief functions: An analysis of compatibility"}, journal = {Int. J. Approx. Reason.}, volume = {6}, number = {3}, pages = {425--443}, year = {1992}, url = {https://doi.org/10.1016/0888-613X(92)90034-W}, doi = {10.1016/0888-613X(92)90034-W}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/Pearl92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclp/Pearl92, author = {Judea Pearl}, editor = {Krzysztof R. Apt}, title = {Empirical Semantics for Defeasible Databases}, booktitle = {Logic Programming, Proceedings of the Joint International Conference and Symposium on Logic Programming, {JICSLP} 1992, Washington, DC, USA, November 1992}, pages = {18--20}, publisher = {{MIT} Press}, year = {1992}, timestamp = {Fri, 29 Nov 2013 14:57:24 +0100}, biburl = {https://dblp.org/rec/conf/iclp/Pearl92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/GoldszmidtP92, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, editor = {Bernhard Nebel and Charles Rich and William R. Swartout}, title = {Rank-based Systems: {A} Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions}, booktitle = {Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR'92). Cambridge, MA, USA, October 25-29, 1992}, pages = {661--672}, publisher = {Morgan Kaufmann}, year = {1992}, timestamp = {Fri, 22 Jun 2018 07:35:19 +0200}, biburl = {https://dblp.org/rec/conf/kr/GoldszmidtP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GoldszmidtP92, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, editor = {Didier Dubois and Michael P. Wellman}, title = {Reasoning with Qualitative Probabilities Can Be Tractable}, booktitle = {{UAI} '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, Stanford University, Stanford, CA, USA, July 17-19, 1992}, pages = {112--120}, publisher = {Morgan Kaufmann}, year = {1992}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=638\&\#38;proceeding\_id=8}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GoldszmidtP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VermaP92, author = {Thomas Verma and Judea Pearl}, editor = {Didier Dubois and Michael P. Wellman}, title = {An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation}, booktitle = {{UAI} '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, Stanford University, Stanford, CA, USA, July 17-19, 1992}, pages = {323--330}, publisher = {Morgan Kaufmann}, year = {1992}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=667\&\#38;proceeding\_id=8}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/VermaP92.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DechterMP91, author = {Rina Dechter and Itay Meiri and Judea Pearl}, title = {Temporal Constraint Networks}, journal = {Artif. Intell.}, volume = {49}, number = {1-3}, pages = {61--95}, year = {1991}, url = {https://doi.org/10.1016/0004-3702(91)90006-6}, doi = {10.1016/0004-3702(91)90006-6}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DechterMP91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iandc/GeigerPP91, author = {Dan Geiger and Azaria Paz and Judea Pearl}, title = {Axioms and Algorithms for Inferences Involving Probabilistic Independence}, journal = {Inf. Comput.}, volume = {91}, number = {1}, pages = {128--141}, year = {1991}, url = {https://doi.org/10.1016/0890-5401(91)90077-F}, doi = {10.1016/0890-5401(91)90077-F}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iandc/GeigerPP91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GoldszmidtP91, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, editor = {Thomas L. Dean and Kathleen R. McKeown}, title = {System-Z+: {A} Formalism for Reasoning with Variable-Strength Defaults}, booktitle = {Proceedings of the 9th National Conference on Artificial Intelligence, Anaheim, CA, USA, July 14-19, 1991, Volume 1}, pages = {399--404}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1991}, url = {http://www.aaai.org/Library/AAAI/1991/aaai91-062.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GoldszmidtP91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DechterP91, author = {Rina Dechter and Judea Pearl}, editor = {John Mylopoulos and Raymond Reiter}, title = {Directed Constraint Networks: {A} Relational Framework for Causal Modeling}, booktitle = {Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, Australia, August 24-30, 1991}, pages = {1164--1170}, publisher = {Morgan Kaufmann}, year = {1991}, url = {http://ijcai.org/Proceedings/91-2/Papers/080.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:13 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/DechterP91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/PearlV91, author = {Judea Pearl and Thomas Verma}, editor = {James F. Allen and Richard Fikes and Erik Sandewall}, title = {A Theory of Inferred Causation}, booktitle = {Proceedings of the 2nd International Conference on Principles of Knowledge Representation and Reasoning (KR'91). Cambridge, MA, USA, April 22-25, 1991}, pages = {441--452}, publisher = {Morgan Kaufmann}, year = {1991}, timestamp = {Fri, 18 May 2012 15:02:59 +0200}, biburl = {https://dblp.org/rec/conf/kr/PearlV91.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/GeigerP90, author = {Dan Geiger and Judea Pearl}, title = {Logical and algorithmic properties of independence and their application to Bayesian networks}, journal = {Ann. Math. Artif. Intell.}, volume = {2}, pages = {165--178}, year = {1990}, url = {https://doi.org/10.1007/BF01531004}, doi = {10.1007/BF01531004}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/amai/GeigerP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Pearl90, author = {Judea Pearl}, title = {Reasoning with belief functions: An analysis of compatibility}, journal = {Int. J. Approx. Reason.}, volume = {4}, number = {5-6}, pages = {363--389}, year = {1990}, url = {https://doi.org/10.1016/0888-613X(90)90013-R}, doi = {10.1016/0888-613X(90)90013-R}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/Pearl90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/networks/GeigerVP90, author = {Dan Geiger and Thomas Verma and Judea Pearl}, title = {Identifying independence in bayesian networks}, journal = {Networks}, volume = {20}, number = {5}, pages = {507--534}, year = {1990}, url = {https://doi.org/10.1002/net.3230200504}, doi = {10.1002/NET.3230200504}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/networks/GeigerVP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MeiriPD90, author = {Itay Meiri and Judea Pearl and Rina Dechter}, editor = {Howard E. Shrobe and Thomas G. Dietterich and William R. Swartout}, title = {Tree Decomposition with Applications to Constraint Processing}, booktitle = {Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29 - August 3, 1990, 2 Volumes}, pages = {10--16}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1990}, url = {http://www.aaai.org/Library/AAAI/1990/aaai90-002.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MeiriPD90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GoldszmidtMP90, author = {Mois{\'{e}}s Goldszmidt and Paul H. Morris and Judea Pearl}, editor = {Howard E. Shrobe and Thomas G. Dietterich and William R. Swartout}, title = {A Maximum Entropy Approach to Nonmonotonic Reasoning}, booktitle = {Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29 - August 3, 1990, 2 Volumes}, pages = {646--652}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1990}, url = {http://www.aaai.org/Library/AAAI/1990/aaai90-097.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GoldszmidtMP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/GeigerPP90, author = {Dan Geiger and Azaria Paz and Judea Pearl}, editor = {Howard E. Shrobe and Thomas G. Dietterich and William R. Swartout}, title = {Learning Causal Trees from Dependence Information}, booktitle = {Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29 - August 3, 1990, 2 Volumes}, pages = {770--776}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1990}, url = {http://www.aaai.org/Library/AAAI/1990/aaai90-115.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GeigerPP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/tark/Pearl90, author = {Judea Pearl}, editor = {Rohit Parikh}, title = {System {Z:} {A} Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning}, booktitle = {Proceedings of the 3rd Conference on Theoretical Aspects of Reasoning about Knowledge, Pacific Grove, CA, USA, March 1990}, pages = {121--135}, publisher = {Morgan Kaufmann}, year = {1990}, timestamp = {Thu, 21 Jun 2018 07:50:57 +0200}, biburl = {https://dblp.org/rec/conf/tark/Pearl90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VermaP90, author = {Thomas Verma and Judea Pearl}, editor = {Piero P. Bonissone and Max Henrion and Laveen N. Kanal and John F. Lemmer}, title = {Equivalence and synthesis of causal models}, booktitle = {{UAI} '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, MIT, Cambridge, MA, USA, July 27-29, 1990}, pages = {255--270}, publisher = {Elsevier}, year = {1990}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1918\&\#38;proceeding\_id=1006}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/VermaP90.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0066829, author = {Judea Pearl}, title = {Probabilistic reasoning in intelligent systems - networks of plausible inference}, series = {Morgan Kaufmann series in representation and reasoning}, publisher = {Morgan Kaufmann}, year = {1989}, timestamp = {Tue, 12 Apr 2011 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/daglib/0066829.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DechterP89, author = {Rina Dechter and Judea Pearl}, title = {Tree Clustering for Constraint Networks}, journal = {Artif. Intell.}, volume = {38}, number = {3}, pages = {353--366}, year = {1989}, url = {https://doi.org/10.1016/0004-3702(89)90037-4}, doi = {10.1016/0004-3702(89)90037-4}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DechterP89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kybernetika/PearlGV89, author = {Judea Pearl and Dan Geiger and Thomas Verma}, title = {Conditional independence and its representations}, journal = {Kybernetika}, volume = {25}, number = {7}, pages = {33--44}, year = {1989}, url = {http://www.kybernetika.cz/content/1989/7/33}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kybernetika/PearlGV89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/PearlD89, author = {Judea Pearl and Rina Dechter}, editor = {Ronald L. Rivest and David Haussler and Manfred K. Warmuth}, title = {Learning Structure from Data: {A} Survey}, booktitle = {Proceedings of the Second Annual Workshop on Computational Learning Theory, {COLT} 1989, Santa Cruz, CA, USA, July 31 - August 2, 1989}, pages = {230--244}, publisher = {Morgan Kaufmann}, year = {1989}, url = {http://dl.acm.org/citation.cfm?id=93359}, timestamp = {Fri, 23 Dec 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/colt/PearlD89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/DechterMP89, author = {Rina Dechter and Itay Meiri and Judea Pearl}, editor = {Ronald J. Brachman and Hector J. Levesque and Raymond Reiter}, title = {Temporal Constraint Networks}, booktitle = {Proceedings of the 1st International Conference on Principles of Knowledge Representation and Reasoning (KR'89). Toronto, Canada, May 15-18 1989}, pages = {83--93}, publisher = {Morgan Kaufmann}, year = {1989}, timestamp = {Fri, 18 May 2012 15:03:01 +0200}, biburl = {https://dblp.org/rec/conf/kr/DechterMP89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kr/Pearl89, author = {Judea Pearl}, editor = {Ronald J. Brachman and Hector J. Levesque and Raymond Reiter}, title = {Probabilistic Semantics for Nonmonotonic Reasoning: {A} Survey}, booktitle = {Proceedings of the 1st International Conference on Principles of Knowledge Representation and Reasoning (KR'89). Toronto, Canada, May 15-18 1989}, pages = {505--516}, publisher = {Morgan Kaufmann}, year = {1989}, timestamp = {Fri, 18 May 2012 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kr/Pearl89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GoldszmidtP89, author = {Mois{\'{e}}s Goldszmidt and Judea Pearl}, editor = {Max Henrion and Ross D. Shachter and Laveen N. Kanal and John F. Lemmer}, title = {Deciding Consistency of Databases Containing Defeasible and Strict Information}, booktitle = {{UAI} '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, Windsor, Ontario, Canada, August 18-20, 1989}, pages = {87--98}, publisher = {North-Holland}, year = {1989}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1868\&\#38;proceeding\_id=1005}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GoldszmidtP89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GeigerVP89, author = {Dan Geiger and Thomas Verma and Judea Pearl}, editor = {Max Henrion and Ross D. Shachter and Laveen N. Kanal and John F. Lemmer}, title = {d-Separation: From Theorems to Algorithms}, booktitle = {{UAI} '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, Windsor, Ontario, Canada, August 18-20, 1989}, pages = {139--148}, publisher = {North-Holland}, year = {1989}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1872\&\#38;proceeding\_id=1005}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GeigerVP89.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl88, author = {Judea Pearl}, title = {Embracing Causality in Default Reasoning}, journal = {Artif. Intell.}, volume = {35}, number = {2}, pages = {259--271}, year = {1988}, url = {https://doi.org/10.1016/0004-3702(88)90015-X}, doi = {10.1016/0004-3702(88)90015-X}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ci/Pearl88, author = {Judea Pearl}, title = {On logic and probability}, journal = {Comput. Intell.}, volume = {4}, pages = {99--103}, year = {1988}, url = {https://doi.org/10.1111/j.1467-8640.1988.tb00107.x}, doi = {10.1111/J.1467-8640.1988.TB00107.X}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ci/Pearl88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Pearl88, author = {Judea Pearl}, title = {On probability intervals}, journal = {Int. J. Approx. Reason.}, volume = {2}, number = {3}, pages = {211--216}, year = {1988}, url = {https://doi.org/10.1016/0888-613X(88)90117-X}, doi = {10.1016/0888-613X(88)90117-X}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/Pearl88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Pearl88a, author = {Judea Pearl}, title = {Do we need higher-order probabilities, and, if so, what do they mean?}, journal = {Int. J. Approx. Reason.}, volume = {2}, number = {3}, pages = {341}, year = {1988}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/Pearl88a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/RebaneP88, author = {George Rebane and Judea Pearl}, title = {The recovery of causal poly-trees from statistical data}, journal = {Int. J. Approx. Reason.}, volume = {2}, number = {3}, pages = {341}, year = {1988}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/RebaneP88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DechterP88, author = {Rina Dechter and Judea Pearl}, editor = {Howard E. Shrobe and Tom M. Mitchell and Reid G. Smith}, title = {Tree-Clustering Schemes for Constraint-Processing}, booktitle = {Proceedings of the 7th National Conference on Artificial Intelligence, St. Paul, MN, USA, August 21-26, 1988}, pages = {150--154}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1988}, url = {http://www.aaai.org/Library/AAAI/1988/aaai88-027.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DechterP88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/GeigerP88, author = {Dan Geiger and Judea Pearl}, editor = {Ross D. Shachter and Tod S. Levitt and Laveen N. Kanal and John F. Lemmer}, title = {On the logic of causal models}, booktitle = {{UAI} '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, Minneapolis, MN, USA, July 10-12, 1988}, pages = {3--14}, publisher = {North-Holland}, year = {1988}, timestamp = {Sun, 22 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/GeigerP88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/VermaP88, author = {Thomas Verma and Judea Pearl}, editor = {Ross D. Shachter and Tod S. Levitt and Laveen N. Kanal and John F. Lemmer}, title = {Causal networks: semantics and expressiveness}, booktitle = {{UAI} '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, Minneapolis, MN, USA, July 10-12, 1988}, pages = {69--78}, publisher = {North-Holland}, year = {1988}, timestamp = {Sun, 22 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/VermaP88.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl87, author = {Judea Pearl}, title = {Evidential Reasoning Using Stochastic Simulation of Causal Models}, journal = {Artif. Intell.}, volume = {32}, number = {2}, pages = {245--257}, year = {1987}, url = {https://doi.org/10.1016/0004-3702(87)90012-9}, doi = {10.1016/0004-3702(87)90012-9}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl87a, author = {Judea Pearl}, title = {Distributed Revision of Composite Beliefs}, journal = {Artif. Intell.}, volume = {33}, number = {2}, pages = {173--215}, year = {1987}, url = {https://doi.org/10.1016/0004-3702(87)90034-8}, doi = {10.1016/0004-3702(87)90034-8}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl87a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/DechterP87, author = {Rina Dechter and Judea Pearl}, title = {Network-Based Heuristics for Constraint-Satisfaction Problems}, journal = {Artif. Intell.}, volume = {34}, number = {1}, pages = {1--38}, year = {1987}, url = {https://doi.org/10.1016/0004-3702(87)90002-6}, doi = {10.1016/0004-3702(87)90002-6}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/DechterP87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/KimP87, author = {Jin H. Kim and Judea Pearl}, title = {Convince: {A} Conversational Inference Consolidation Engine}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {17}, number = {2}, pages = {120--132}, year = {1987}, url = {https://doi.org/10.1109/TSMC.1987.4309025}, doi = {10.1109/TSMC.1987.4309025}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/KimP87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Pearl87, author = {Judea Pearl}, editor = {Kenneth D. Forbus and Howard E. Shrobe}, title = {Embracing Causality in Formal Reasoning}, booktitle = {Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, WA, USA, July 1987}, pages = {369--373}, publisher = {Morgan Kaufmann}, year = {1987}, url = {http://www.aaai.org/Library/AAAI/1987/aaai87-066.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Pearl87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/PearlV87, author = {Judea Pearl and Thomas Verma}, editor = {Kenneth D. Forbus and Howard E. Shrobe}, title = {The Logic of Representing Dependencies by Directed Graphs}, booktitle = {Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, WA, USA, July 1987}, pages = {374--379}, publisher = {Morgan Kaufmann}, year = {1987}, url = {http://www.aaai.org/Library/AAAI/1987/aaai87-067.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/PearlV87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GeffnerP87, author = {Hector Geffner and Judea Pearl}, editor = {John P. McDermott}, title = {An Improved Constraint-Propagation Algorithm for Diagnosis}, booktitle = {Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, Italy, August 23-28, 1987}, pages = {1105--1111}, publisher = {Morgan Kaufmann}, year = {1987}, url = {http://ijcai.org/Proceedings/87-2/Papers/105.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:29 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GeffnerP87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/RebaneP87, author = {George Rebane and Judea Pearl}, editor = {Laveen N. Kanal and Tod S. Levitt and John F. Lemmer}, title = {The Recovery of Causal Poly-Trees from Statistical Data}, booktitle = {{UAI} '87: Proceedings of the Third Annual Conference on Uncertainty in Artificial Intelligence, Seattle, WA, USA, July 10-12, 1987}, pages = {175--182}, publisher = {Elsevier}, year = {1987}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1813\&\#38;proceeding\_id=1003}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/RebaneP87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/XuP87, author = {Lei Xu and Judea Pearl}, editor = {Laveen N. Kanal and Tod S. Levitt and John F. Lemmer}, title = {Structuring Causal Tree Models with Continuous Variables}, booktitle = {{UAI} '87: Proceedings of the Third Annual Conference on Uncertainty in Artificial Intelligence, Seattle, WA, USA, July 10-12, 1987}, pages = {209--222}, publisher = {Elsevier}, year = {1987}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1817\&\#38;proceeding\_id=1003}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/XuP87.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl86a, author = {Judea Pearl}, title = {On Evidential Reasoning in a Hierarchy of Hypotheses}, journal = {Artif. Intell.}, volume = {28}, number = {1}, pages = {9--15}, year = {1986}, url = {https://doi.org/10.1016/0004-3702(86)90027-5}, doi = {10.1016/0004-3702(86)90027-5}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl86a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl86, author = {Judea Pearl}, title = {Fusion, Propagation, and Structuring in Belief Networks}, journal = {Artif. Intell.}, volume = {29}, number = {3}, pages = {241--288}, year = {1986}, url = {https://doi.org/10.1016/0004-3702(86)90072-X}, doi = {10.1016/0004-3702(86)90072-X}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/Pearl86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jc/PearlT86, author = {Judea Pearl and Michael Tarsi}, title = {Structuring causal trees}, journal = {J. Complex.}, volume = {2}, number = {1}, pages = {60--77}, year = {1986}, url = {https://doi.org/10.1016/0885-064X(86)90023-3}, doi = {10.1016/0885-064X(86)90023-3}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jc/PearlT86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Pearl86, author = {Judea Pearl}, editor = {Tom Kehler}, title = {On the Logic of Probabilistic Dependencies}, booktitle = {Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, PA, USA, August 11-15, 1986. Volume 1: Science}, pages = {339--343}, publisher = {Morgan Kaufmann}, year = {1986}, url = {http://www.aaai.org/Library/AAAI/1986/aaai86-056.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Pearl86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZukermanP86, author = {Ingrid Zukerman and Judea Pearl}, editor = {Tom Kehler}, title = {Comprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring}, booktitle = {Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, PA, USA, August 11-15, 1986. Volume 1: Science}, pages = {606--611}, publisher = {Morgan Kaufmann}, year = {1986}, url = {http://www.aaai.org/Library/AAAI/1986/aaai86-103.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZukermanP86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/PearlP86, author = {Judea Pearl and Azaria Paz}, editor = {Benedict du Boulay and David C. Hogg and Luc Steels}, title = {Graphoids: Graph-Based Logic for Reasoning about Relevance Relations or When would x tell you more about y if you already know z?}, booktitle = {Advances in Artificial Intelligence II, Seventh European Conference on Artificial Intelligence, {ECAI} 1986, Brighton, UK, July 20-25, 1986, Proceedings}, pages = {357--363}, publisher = {North-Holland}, year = {1986}, timestamp = {Tue, 30 Jul 2019 08:58:44 +0200}, biburl = {https://dblp.org/rec/conf/ecai/PearlP86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/Pearl86, author = {Judea Pearl}, editor = {Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {Probabilistic reasoning using graphs}, booktitle = {Uncertainty in Knowledge-Based Systems, International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, {IPMU} '86, Paris, France, June 30 - July 4, 1986, Selected and Extended Contributions}, series = {Lecture Notes in Computer Science}, volume = {286}, pages = {200--202}, publisher = {Springer}, year = {1986}, url = {https://doi.org/10.1007/3-540-18579-8\_19}, doi = {10.1007/3-540-18579-8\_19}, timestamp = {Fri, 17 Jul 2020 16:12:47 +0200}, biburl = {https://dblp.org/rec/conf/ipmu/Pearl86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl86, author = {Judea Pearl}, editor = {John F. Lemmer and Laveen N. Kanal}, title = {Distributedrevision of belief commitment in composite explanations}, booktitle = {{UAI} '86: Proceedings of the Second Annual Conference on Uncertainty in Artificial Intelligence, University of Pennsylvania, Philadelphia, PA, USA, August 8-10, 1986}, pages = {291--316}, publisher = {Elsevier}, year = {1986}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1788\&\#38;proceeding\_id=1002}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl86.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jacm/DechterP85, author = {Rina Dechter and Judea Pearl}, title = {Generalized Best-First Search Strategies and the Optimality of A*}, journal = {J. {ACM}}, volume = {32}, number = {3}, pages = {505--536}, year = {1985}, url = {https://doi.org/10.1145/3828.3830}, doi = {10.1145/3828.3830}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jacm/DechterP85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caia/Pearl85, author = {Judea Pearl}, editor = {Charles R. Weisbin}, title = {How to Do with Probabilities What People Say You Can't}, booktitle = {Artificial Intelligence Applications, {CAIA} 1985, The Engineering of Knowledge-Based Systems, Proceedings of the Second Conference, Miami Beach, Florida, USA, December 11-13, 1985}, pages = {6--12}, publisher = {{IEEE} Computer Society / North-Holland}, year = {1985}, timestamp = {Tue, 30 May 2006 14:03:38 +0200}, biburl = {https://dblp.org/rec/conf/caia/Pearl85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Pearl85, author = {Judea Pearl}, editor = {Aravind K. Joshi}, title = {Learning Hidden Causes from Empirical Data}, booktitle = {Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, CA, USA, August 1985}, pages = {567--572}, publisher = {Morgan Kaufmann}, year = {1985}, url = {http://ijcai.org/Proceedings/85-1/Papers/108.pdf}, timestamp = {Tue, 20 Aug 2019 16:19:04 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Pearl85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/DechterP85, author = {Rina Dechter and Judea Pearl}, editor = {Aravind K. Joshi}, title = {The Anatomy of Easy Problems: {A} Constraint-Satisfaction Formulation}, booktitle = {Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, CA, USA, August 1985}, pages = {1066--1072}, publisher = {Morgan Kaufmann}, year = {1985}, url = {http://ijcai.org/Proceedings/85-2/Papers/080.pdf}, timestamp = {Tue, 20 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/DechterP85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Pearl85, author = {Judea Pearl}, editor = {Laveen N. Kanal and John F. Lemmer}, title = {A Constraint-Propagation Approach to Probabilistic Reasoning}, booktitle = {{UAI} '85: Proceedings of the First Annual Conference on Uncertainty in Artificial Intelligence, Los Angeles, CA, USA, July 10-12, 1985}, pages = {357--370}, publisher = {Elsevier}, year = {1985}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1751\&\#38;proceeding\_id=1001}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/Pearl85.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0068933, author = {Judea Pearl}, title = {Heuristics - intelligent search strategies for computer problem solving}, series = {Addison-Wesley series in artificial intelligence}, publisher = {Addison-Wesley}, year = {1984}, isbn = {978-0-201-05594-8}, timestamp = {Fri, 08 Apr 2011 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/daglib/0068933.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/Pearl84, author = {Judea Pearl}, title = {Some Recent Results in Heuristic Search Theory}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {6}, number = {1}, pages = {1--13}, year = {1984}, url = {https://doi.org/10.1109/TPAMI.1984.4767470}, doi = {10.1109/TPAMI.1984.4767470}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/Pearl84.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl83, author = {Judea Pearl}, title = {Knowledge Versus Search: {A} Quantitative Analysis Using A\({}^{\mbox{*}}\)}, journal = {Artif. Intell.}, volume = {20}, number = {1}, pages = {1--13}, year = {1983}, url = {https://doi.org/10.1016/0004-3702(83)90013-9}, doi = {10.1016/0004-3702(83)90013-9}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl83a, author = {Judea Pearl}, title = {On the Nature of Pathology in Game Searching}, journal = {Artif. Intell.}, volume = {20}, number = {4}, pages = {427--453}, year = {1983}, url = {https://doi.org/10.1016/0004-3702(83)90004-8}, doi = {10.1016/0004-3702(83)90004-8}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Pearl83a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/KarpP83, author = {Richard M. Karp and Judea Pearl}, title = {Searching for an Optimal Path in a Tree with Random Costs}, journal = {Artif. Intell.}, volume = {21}, number = {1-2}, pages = {99--116}, year = {1983}, url = {https://doi.org/10.1016/S0004-3702(83)80006-X}, doi = {10.1016/S0004-3702(83)80006-X}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/KarpP83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/RoizenP83, author = {Igor Roizen and Judea Pearl}, title = {A Minimax Algorithm Better Than Alpha-Beta? Yes and No}, journal = {Artif. Intell.}, volume = {21}, number = {1-2}, pages = {199--220}, year = {1983}, url = {https://doi.org/10.1016/S0004-3702(83)80010-1}, doi = {10.1016/S0004-3702(83)80010-1}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/RoizenP83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/Pearl83, author = {Judea Pearl}, title = {On the Discovery and Generation of Certain Heuristics}, journal = {{AI} Mag.}, volume = {4}, number = {1}, pages = {23--33}, year = {1983}, url = {https://ojs.aaai.org/index.php/aimagazine/article/view/385}, timestamp = {Wed, 06 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/Pearl83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DechterP83, author = {Rina Dechter and Judea Pearl}, editor = {Michael R. Genesereth}, title = {The Optimality of A* Revisited}, booktitle = {Proceedings of the National Conference on Artificial Intelligence, Washington, D.C., USA, August 22-26, 1983}, pages = {95--99}, publisher = {{AAAI} Press}, year = {1983}, url = {http://www.aaai.org/Library/AAAI/1983/aaai83-081.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DechterP83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/KimP83, author = {Jin H. Kim and Judea Pearl}, editor = {Alan Bundy}, title = {A Computational Model for Causal and Diagnostic Reasoning in Inference Systems}, booktitle = {Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, FRG, August 1983}, pages = {190--193}, publisher = {William Kaufmann}, year = {1983}, url = {http://ijcai.org/Proceedings/83-1/Papers/041.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/KimP83.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/Pearl82, author = {Judea Pearl}, title = {The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality}, journal = {Commun. {ACM}}, volume = {25}, number = {8}, pages = {559--564}, year = {1982}, url = {https://doi.org/10.1145/358589.358616}, doi = {10.1145/358589.358616}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/Pearl82.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/PearlLS82, author = {Judea Pearl and Antonio Leal and Joseph Saleh}, title = {{GODDESS:} {A} Goal-Directed Decision Structuring System}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {4}, number = {3}, pages = {250--262}, year = {1982}, url = {https://doi.org/10.1109/TPAMI.1982.4767242}, doi = {10.1109/TPAMI.1982.4767242}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/PearlLS82.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/PearlK82, author = {Judea Pearl and Jin H. Kim}, title = {Studies in Semi-Admissible Heuristics}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {4}, number = {4}, pages = {392--399}, year = {1982}, url = {https://doi.org/10.1109/TPAMI.1982.4767270}, doi = {10.1109/TPAMI.1982.4767270}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/PearlK82.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Pearl82, author = {Judea Pearl}, editor = {David L. Waltz}, title = {Reverend Bayes on Inference Engines: {A} Distributed Hierarchical Approach}, booktitle = {Proceedings of the National Conference on Artificial Intelligence, Pittsburgh, PA, USA, August 18-20, 1982}, pages = {133--136}, publisher = {{AAAI} Press}, year = {1982}, url = {http://www.aaai.org/Library/AAAI/1982/aaai82-032.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Pearl82.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Pearl82, author = {Judea Pearl}, title = {The Utility of Precision in Search Heuristics}, booktitle = {5th European Conference on Artificial Intelligence, {ECAI} 1982, Paris, 1982, Proceedings}, pages = {177--179}, year = {1982}, timestamp = {Tue, 06 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Pearl82.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jal/Pearl81, author = {Judea Pearl}, title = {A Space-Efficient On-Line Method of Computing Quantile Estimates}, journal = {J. Algorithms}, volume = {2}, number = {2}, pages = {164--177}, year = {1981}, url = {https://doi.org/10.1016/0196-6774(81)90017-1}, doi = {10.1016/0196-6774(81)90017-1}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jal/Pearl81.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icalp/Pearl81, author = {Judea Pearl}, editor = {Shimon Even and Oded Kariv}, title = {The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm}, booktitle = {Automata, Languages and Programming, 8th Colloquium, Acre (Akko), Israel, July 13-17, 1981, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {115}, pages = {521--529}, publisher = {Springer}, year = {1981}, url = {https://doi.org/10.1007/3-540-10843-2\_41}, doi = {10.1007/3-540-10843-2\_41}, timestamp = {Tue, 14 May 2019 10:00:44 +0200}, biburl = {https://dblp.org/rec/conf/icalp/Pearl81.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Pearl81, author = {Judea Pearl}, editor = {Patrick J. Hayes}, title = {Heuristic Search Theory: Survey of Recent Results}, booktitle = {Proceedings of the 7th International Joint Conference on Artificial Intelligence, {IJCAI} '81, Vancouver, BC, Canada, August 24-28, 1981}, pages = {554--562}, publisher = {William Kaufmann}, year = {1981}, url = {http://ijcai.org/Proceedings/81-1/Papers/100.pdf}, timestamp = {Tue, 20 Aug 2019 16:16:26 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Pearl81.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Pearl80, author = {Judea Pearl}, title = {Asymptotic Properties of Minimax Trees and Game-Searching Procedures}, journal = {Artif. Intell.}, volume = {14}, number = {2}, pages = {113--138}, year = {1980}, url = {https://doi.org/10.1016/0004-3702(80)90037-5}, doi = {10.1016/0004-3702(80)90037-5}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ai/Pearl80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/HuynDP80, author = {Nam Huyn and Rina Dechter and Judea Pearl}, title = {Probabilistic Analysis of the Complexity of A\({}^{\mbox{*}}\)}, journal = {Artif. Intell.}, volume = {15}, number = {3}, pages = {241--254}, year = {1980}, url = {https://doi.org/10.1016/0004-3702(80)90045-4}, doi = {10.1016/0004-3702(80)90045-4}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/HuynDP80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/PearlC80, author = {Judea Pearl and Alain Crolotte}, title = {Storage space versus validity of answers in probabilistic question-answering systems}, journal = {{IEEE} Trans. Inf. Theory}, volume = {26}, number = {6}, pages = {633--640}, year = {1980}, url = {https://doi.org/10.1109/TIT.1980.1056271}, doi = {10.1109/TIT.1980.1056271}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/PearlC80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Pearl80, author = {Judea Pearl}, editor = {Robert Balzer}, title = {{SCOUT:} {A} Simple Game-Searching Algorithm with Proven Optimal Properties}, booktitle = {Proceedings of the 1st Annual National Conference on Artificial Intelligence, Stanford University, CA, USA, August 18-21, 1980}, pages = {143--145}, publisher = {{AAAI} Press/MIT Press}, year = {1980}, url = {http://www.aaai.org/Library/AAAI/1980/aaai80-041.php}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Pearl80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mfcs/Pearl80, author = {Judea Pearl}, editor = {Piotr Dembinski}, title = {Asymptotic Complexity of Game-Searching Procedures}, booktitle = {Mathematical Foundations of Computer Science 1980 (MFCS'80), Proceedings of the 9th Symposium, Rydzyna, Poland, September 1-5, 1980}, series = {Lecture Notes in Computer Science}, volume = {88}, pages = {474--487}, publisher = {Springer}, year = {1980}, url = {https://doi.org/10.1007/BFb0022526}, doi = {10.1007/BFB0022526}, timestamp = {Tue, 14 May 2019 10:00:37 +0200}, biburl = {https://dblp.org/rec/conf/mfcs/Pearl80.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/Pearl79, author = {Judea Pearl}, title = {Capacity and Error Estimates for Boolean Classifiers with Limited Complexity}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {1}, number = {4}, pages = {350--356}, year = {1979}, url = {https://doi.org/10.1109/TPAMI.1979.4766943}, doi = {10.1109/TPAMI.1979.4766943}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/Pearl79.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/YeminiP79, author = {Yechiam Yemini and Judea Pearl}, title = {Asymptotic Properties of Discrete Unitary Transforms}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {1}, number = {4}, pages = {366--371}, year = {1979}, url = {https://doi.org/10.1109/TPAMI.1979.4766945}, doi = {10.1109/TPAMI.1979.4766945}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/YeminiP79.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/CrolotteP79, author = {Alain Crolotte and Judea Pearl}, title = {Asymptotic rate-distortion functions for coding precedence relations (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {25}, number = {1}, pages = {80--82}, year = {1979}, url = {https://doi.org/10.1109/TIT.1979.1055982}, doi = {10.1109/TIT.1979.1055982}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/CrolotteP79.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/CrolotteP79a, author = {Alain Crolotte and Judea Pearl}, title = {Bounds on memory versus error trade-offs in question-answering systems}, journal = {{IEEE} Trans. Inf. Theory}, volume = {25}, number = {2}, pages = {193--202}, year = {1979}, url = {https://doi.org/10.1109/TIT.1979.1056031}, doi = {10.1109/TIT.1979.1056031}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/CrolotteP79a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/CrolotteP79b, author = {Alain Crolotte and Judea Pearl}, title = {Elasticity conditions for storage versus error exchange in question-Answering systems}, journal = {{IEEE} Trans. Inf. Theory}, volume = {25}, number = {6}, pages = {653--664}, year = {1979}, url = {https://doi.org/10.1109/TIT.1979.1056104}, doi = {10.1109/TIT.1979.1056104}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/CrolotteP79b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl77, author = {Judea Pearl}, title = {On summarizing data using probabilistic assertions}, journal = {{IEEE} Trans. Inf. Theory}, volume = {23}, number = {4}, pages = {459--465}, year = {1977}, url = {https://doi.org/10.1109/TIT.1977.1055756}, doi = {10.1109/TIT.1977.1055756}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl77.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/Pearl77, author = {Judea Pearl}, title = {A Framework for Processing Value Judgments}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {7}, number = {5}, pages = {349--354}, year = {1977}, url = {https://doi.org/10.1109/TSMC.1977.4309722}, doi = {10.1109/TSMC.1977.4309722}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/Pearl77.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/LealP77, author = {Antonio Leal and Judea Pearl}, title = {An Interactive Program Fo Conversational Elicitation of Decision Structures}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {7}, number = {5}, pages = {368--376}, year = {1977}, url = {https://doi.org/10.1109/TSMC.1977.4309725}, doi = {10.1109/TSMC.1977.4309725}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/LealP77.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LealP77, author = {Antonio Leal and Judea Pearl}, editor = {Raj Reddy}, title = {An Interactive Program for Conversational Elecitation of Decision Structures}, booktitle = {Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, MA, USA, August 22-25, 1977}, pages = {336}, publisher = {William Kaufmann}, year = {1977}, url = {http://ijcai.org/Proceedings/77-1/Papers/054.pdf}, timestamp = {Tue, 20 Aug 2019 16:18:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LealP77.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/Pearl76, author = {Judea Pearl}, title = {An application of rate-distortion theory to pattern recognition and classification}, journal = {Pattern Recognit.}, volume = {8}, number = {1}, pages = {11--22}, year = {1976}, url = {https://doi.org/10.1016/0031-3203(76)90025-X}, doi = {10.1016/0031-3203(76)90025-X}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/Pearl76.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tc/Pearl76, author = {Judea Pearl}, title = {Memory Versus Error Characteristics for Inexact Representations of Linear Orders}, journal = {{IEEE} Trans. Computers}, volume = {25}, number = {9}, pages = {922--928}, year = {1976}, url = {https://doi.org/10.1109/TC.1976.1674717}, doi = {10.1109/TC.1976.1674717}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tc/Pearl76.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl76, author = {Judea Pearl}, title = {On coding precedence relations with a pair-ordering fidelity criterion (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {22}, number = {1}, pages = {118--120}, year = {1976}, url = {https://doi.org/10.1109/TIT.1976.1055496}, doi = {10.1109/TIT.1976.1055496}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl76.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl76a, author = {Judea Pearl}, title = {Theoretical bounds on the complexity of inexact computations}, journal = {{IEEE} Trans. Inf. Theory}, volume = {22}, number = {5}, pages = {580--586}, year = {1976}, url = {https://doi.org/10.1109/TIT.1976.1055603}, doi = {10.1109/TIT.1976.1055603}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl76a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipl/Pearl75, author = {Judea Pearl}, title = {On the Complexity of Inexact Computations}, journal = {Inf. Process. Lett.}, volume = {4}, number = {3}, pages = {77--81}, year = {1975}, url = {https://doi.org/10.1016/0020-0190(75)90007-1}, doi = {10.1016/0020-0190(75)90007-1}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipl/Pearl75.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tc/Pearl75, author = {Judea Pearl}, title = {Optimal Dyadic Models of Time-Invariant Systems}, journal = {{IEEE} Trans. Computers}, volume = {24}, number = {6}, pages = {598--603}, year = {1975}, url = {https://doi.org/10.1109/T-C.1975.224272}, doi = {10.1109/T-C.1975.224272}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tc/Pearl75.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/HamidiP75, author = {Massih Hamidi and Judea Pearl}, title = {On the residual correlation of finite-dimensional discrete Fourier transforms of stationary signals (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {21}, number = {4}, pages = {480--482}, year = {1975}, url = {https://doi.org/10.1109/TIT.1975.1055403}, doi = {10.1109/TIT.1975.1055403}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/HamidiP75.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/Pearl75, author = {Judea Pearl}, title = {On the Storage Economy of Inferential Question-Answering Systems}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {5}, number = {6}, pages = {595--602}, year = {1975}, url = {https://doi.org/10.1109/TSMC.1975.4309400}, doi = {10.1109/TSMC.1975.4309400}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/Pearl75.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/Pearl75, author = {Judea Pearl}, title = {On The Storage Economy Of Error-Tolerating Question-Answering Systems}, booktitle = {Advance Papers of the Fourth International Joint Conference on Artificial Intelligence, Tbilisi, Georgia, USSR, September 3-8, 1975}, pages = {562--568}, year = {1975}, url = {http://ijcai.org/Proceedings/75/Papers/084.pdf}, timestamp = {Tue, 20 Aug 2019 16:17:24 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/Pearl75.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl73, author = {Judea Pearl}, title = {Time, frequency, sequency, and their uncertainty relations (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {19}, number = {2}, pages = {225--229}, year = {1973}, url = {https://doi.org/10.1109/TIT.1973.1054984}, doi = {10.1109/TIT.1973.1054984}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl73.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl73a, author = {Judea Pearl}, title = {On coding and filtering stationary signals by discrete Fourier transforms (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {19}, number = {2}, pages = {229--232}, year = {1973}, url = {https://doi.org/10.1109/TIT.1973.1054985}, doi = {10.1109/TIT.1973.1054985}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl73a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcom/PearlAP72, author = {Judea Pearl and Harry C. Andrews and William K. Pratt}, title = {Performance Measures for Transform Data Coding}, journal = {{IEEE} Trans. Commun.}, volume = {20}, number = {3}, pages = {411--415}, year = {1972}, url = {https://doi.org/10.1109/TCOM.1972.1091168}, doi = {10.1109/TCOM.1972.1091168}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcom/PearlAP72.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/YuenP72, author = {C. K. Yuen and Judea Pearl}, title = {Comments on "Application of Walsh Transform to Statistical Analysis"}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {2}, number = {2}, pages = {294}, year = {1972}, url = {https://doi.org/10.1109/TSMC.1972.4309113}, doi = {10.1109/TSMC.1972.4309113}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/YuenP72.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Pearl71, author = {Judea Pearl}, title = {Basis-restricted transformations and performance measures for spectral representations (Corresp.)}, journal = {{IEEE} Trans. Inf. Theory}, volume = {17}, number = {6}, pages = {751--752}, year = {1971}, url = {https://doi.org/10.1109/TIT.1971.1054703}, doi = {10.1109/TIT.1971.1054703}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Pearl71.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/Pearl71, author = {Judea Pearl}, title = {Application of Walsh Transform to Statistical Analysis}, journal = {{IEEE} Trans. Syst. Man Cybern.}, volume = {1}, number = {2}, pages = {111--119}, year = {1971}, url = {https://doi.org/10.1109/TSMC.1971.4308267}, doi = {10.1109/TSMC.1971.4308267}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/Pearl71.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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