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

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

Brossura

ISBN 10: 1450395872 ISBN 13: 9781450395878

Casa editrice: Morgan & Claypool Publishers, 2022

Riassunto

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.

Dettagli dell?edizione

• 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