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ORCIDBibTeX 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 = {Tue, 19 Jun 2018 18:30:12 +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, 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 = {Tue, 19 Jun 2018 18:29:38 +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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