Probabilistic and Causal Inference: The Works of Judea Pearl - Brossura

Hector Geffner (author); Rina Dechter (author) & Joseph Halpern (author)

 
9781450395878: Probabilistic and Causal Inference: The Works of Judea Pearl
Brossura
ISBN 10: 1450395872 ISBN 13: 9781450395878
Casa editrice: Morgan & Claypool Publishers, 2022

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Morgan & Claypool Publishers
Data di pubblicazione
2022
Lingua
Inglese
ISBN 10 
1450395872
ISBN 13 
9781450395878
Rilegatura
Copertina flessibile
Numero di pagine
944
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781450395861: Probabilistic and Causal Inference: The Works of Judea Pearl

Edizione in evidenza

ISBN 10:  1450395864 ISBN 13:  9781450395861
Casa editrice: Morgan & Claypool, 2022
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