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Judea Pearl

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'''Judea Pearl''',<br/>
an Israeli American computer scientist and pioneer in [[Artificial Intelligence|artificial intelligence]], professor of computer science at the ''Cognitive Systems Laboratory'' of the [https://en.wikipedia.org/wiki/University_of_California%2C_Los_Angeles University of California, Los Angeles] (UCLA). Judea Pearl is known for developing the [https://en.wikipedia.org/wiki/Probabilistic_logic probabilistic approach ] to artificial intelligence and for the formalization of [https://en.wikipedia.org/wiki/Causality causal reasoning] <ref>[http://bayes.cs.ucla.edu/BOOK-99/book-toc.html CAUSALITY by Judea Pearl] (ebook)</ref> .
=Scout=
* [[Judea Pearl]] ('''1984'''). ''Heuristics: Intelligent Search Strategies for Computer Problem Solving''. [https://en.wikipedia.org/wiki/Addison-Wesley Addison-Wesley]
* [[Judea Pearl]] ('''1984'''). ''[https://www.computer.org/csdl/trans/tp/1984/01/04767470.pdf Some Recent Results in Heuristic Search Theory]''. [[IEEE#TPAMI|Transactions on Pattern Analysis and Machine Intelligence]], Vol. 6, No. 1
* [[Judea Pearl]], [[Mathematician#APaz|Azaria Paz]] ('''1985'''). ''GRAPHOIDS: A Graph-Based Logic for Reasoning about Relevance Relations, or When would x tell you more about y if you already know z.'' UCLA Computer Science Department* [[Igor Roizen]], [[Judea Pearl]] ('''19861985, 2013'''). ''Learning Link Probabilities in Causal Trees.'' UAI 1986[[Laveen Kanal#Uncertainty AI 1|Uncertainty in Artificial Intelligence 1]], [https://arxiv.org/abs/1304.3103 arXiv:1304.3103]* [[Judea Pearl]], [[Mathematician#APaz|Azaria Paz]] ('''1987'''). ''A graph based logic for reasoning about relevance relations''. Advances in Artificial Intelligence II* [[Judea Pearl]], [[Mathematician#DGeiger|Dan Geiger]], [[Thomas Verma]] ('''1989'''). ''Conditional independence and its representations.'' [https://dblp1.uni-trier.de/db/journals/kybernetika/kybernetika25.html Kybernetica, Vol. 25]
==1990 ...==
* [[Mathematician#DGeiger|Dan Geiger]], [[Thomas Verma]], [[Judea Pearl]] ('''1990'''). ''Identifying independence in Bayesian networks''. Networks, Vol. 20* [[Mathematician#DGeiger|Dan Geiger]], [[Judea Pearl]] ('''1990'''). ''Logical and algorithmic properties of independence and their application to Bayesian networks''. Annals of Mathematics and Artificial Intelligence, Vol. 2* [[Mathematician#DGeiger|Dan Geiger]], [[Mathematician#APaz|Azaria Paz]], [[Judea Pearl]] ('''1993'''). ''Learning simple causal structures''. International Journal of Intelligent Systems, Vol. 8* [[Mathematician#DGeiger|Dan Geiger]], [[Judea Pearl]] ('''1993'''). ''Logical and algorithmic properties of conditional independence and graphical models.'' [https://en.wikipedia.org/wiki/Annals_of_Statistics Annals of Statistics], Vol. 21
==2000 ...==
* [[Judea Pearl]] ('''2001, 2009'''). ''[https://en.wikipedia.org/wiki/Causality_(book) Causality]''. Models, Reasoning and Inference
* [[Judea Pearl]], [[Stuart Russell]] ('''2003'''). ''Bayesian Networks''. [https://people.eecs.berkeley.edu/~russell/papers/hbtnn-bn.pdf pdf]
==2010 ...==
* <span id="Symposium"></span>[https://en.wikipedia.org/wiki/Rina_Dechter Rina Dechter], [https://scholar.google.com/citations?user=Wd0CDmcAAAAJ&hl=en Hector Geffner], [https://en.wikipedia.org/wiki/Joseph_Halpern Joseph Y. Halpern] (eds) ('''2010'''). ''[http://bayes.cs.ucla.edu/TRIBUTE/pearl-tribute2010.htm Heuristics, Probability, and Causality: A Tribute to Judea Pearl]''. [http://bayes.cs.ucla.edu/TRIBUTE/festschrift-complete.pdf pdf] <br/ref>from the Symposium on [http://bayes.cs.ucla.edu/TRIBUTE/videos-heuristics.htm Symposium on Heuristics], [http://bayes.cs.ucla.edu/TRIBUTE/videos-prob-reasoning.htm Probability ] and [http://bayes.cs.ucla.edu/TRIBUTE/tribute-videos.htm Causality], March 12, 2010, [httphttps://bayesen.wikipedia.csorg/wiki/YouTube YouTube] Video<br/>{{#evu:https://www.uclayoutube.educom/TRIBUTEwatch?v=78EmmdfOcI8|alignment=left|valignment=top}}<br/festschrift-complete>see also [[Richard Korf#JudeaPearl|Richard Korf]], [[Dana S.pdf pdfNau#JudeaPearl|Dana Nau]] and [[Stuart Russell#JudeaPearl|Stuart Russell]],</ref>* [[Judea Pearl]] ('''2011'''). ''[https://dl.acm.org/citation.cfm?id=2351636 The Mechanization of Causal Inference: A "Mini Turing Test" and Beyond]''. [[ACM#ACMTuringAward|ACM Turing Award]] lecture, <ref>[[ACM#ACMTuringAward|ACM Turing Award]] lecture as [https://en.wikipedia.org/wiki/YouTube YouTube] Video<br/>: {{#evu:https://www.youtube.com/watch?v=iNm4nFBFmvo|alignment=left|valignment=top}}</ref>
* [http://www.neilsavage.com/about Neil Savage] ('''2012'''). ''[https://cacm.acm.org/magazines/2012/6/149782-game-changer/fulltext Game Changer]''. [[ACM#Communications|Communications of the ACM]], Vol. 55, No. 6
* [[Igor Roizen]], [[Judea Pearl]] ('''2013'''). ''Learning Link-Probabilities in Causal Trees.'' [https://arxiv.org/abs/1304.3103 arXiv:1304.3103]
* [[Judea Pearl]] ('''20172013'''). ''A Constraint Propagation Approach to Probabilistic Reasoning''. [https://wwwarxiv.org/abs/1304.artificial-intelligence3422 arXiv:1304.video3422]* [https://judea-pearl-eight-pillars-of-causal-wisdom-wce-2017-web.cs.ucla Eight Pillars of Causal Wisdom.edu/~guyvdb/ Guy Van den Broeck]'', [http://www.karthikamohan. com/ Karthika Mohan], [https://sppdblp.ucruni-trier.edude/pers/wce2017hd/Papersc/eight_pillars_of.pdf pdfChoi:Arthur Arthur Choi], [[Judea Pearl]] ('''2014'''). ''Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data''. [https://en.wikipediaarxiv.org/wikiabs/YouTube YouTube1411.7014 arXiv:1411.7014] Video: {{#evu:* [[Judea Pearl]] ('''2018'''). ''Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution''. [https://wwwarxiv.org/abs/1801.youtube04016 arXiv:1801.com/watch?v=8nHVUFqI0zk|alignment=left|valignment=top}}04016]
* [[Judea Pearl]], [[Dana Mackenzie]] ('''2018'''). ''[https://www.hachettebookgroup.com/titles/judea-pearl/the-book-of-why/9780465097616/ The Book of Why]''. [https://en.wikipedia.org/wiki/Basic_Books Basic Books]
* [https://en.wikipedia.org/wiki/Judea_Pearl Judea Pearl from Wikipedia]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=70481 Judea Pearl - The Mathematics Genealogy Project]
* Judea Pearl - Eight Pillars of Causal Wisdom, (2017) [https://en.wikipedia.org/wiki/YouTube YouTube] Video: {{#evu:https://www.youtube.com/watch?v=8nHVUFqI0zk|alignment=left|valignment=top}}
=References=

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