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portada Probabilistic and Causal Inference: The Works of Judea Pearl (in English)
Type
Physical Book
Author
Publisher
Language
Inglés
Pages
944
Format
Hardcover
Dimensions
23.5 x 19.1 x 4.9 cm
Weight
1.82 kg.
ISBN13
9781450395861
Categories

Probabilistic and Causal Inference: The Works of Judea Pearl (in English)

Hector Geffner (Author) · Rita Dechter (Author) · Joseph Halpern (Author) · Association for Computing Machinery · Hardcover

Probabilistic and Causal Inference: The Works of Judea Pearl (in English) - Geffner, Hector ; Dechter, Rita ; Halpern, Joseph

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Synopsis "Probabilistic and Causal Inference: The Works of Judea Pearl (in English)"

Professor Judea Pearl won the 2011 Turing Award "for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning." This book contains the original articles that led to the award, as well as other seminal works, divided into four parts: heuristic search, probabilistic reasoning, causality, first period (1988-2001), and causality, recent period (2002-2020). Each of these parts starts with an introduction written by Judea Pearl. The volume also contains original, contributed articles by leading researchers that analyze, extend, or assess the influence of Pearl's work in different fields: from AI, Machine Learning, and Statistics to Cognitive Science, Philosophy, and the Social Sciences. The first part of the volume includes a biography, a transcript of his Turing Award Lecture, two interviews, and a selected bibliography annotated by him.

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