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Morgan & Claypool Judea Pearl Probabilistic and Causal Inference - ACM Collection

Amazon

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£94.00 £53.45 £62.30 £71.15 £79.99 £88.84 £97.69 25 July 2026 15 August 2026 05 September 2026 26 September 2026 17 October 2026
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Description

Explore the foundational works of Turing Award winner Judea Pearl in this comprehensive ACM Collection II volume. Published by Morgan & Claypool, this book compiles the original articles that earned Pearl the 2011 Turing Award for his development of a calculus for probabilistic and causal reasoning. The collection is organized into four distinct parts: heuristic search, probabilistic reasoning, causality from the first period (1988-2001), and causality from the recent period (2002-2020). Each section begins with an introduction written by Judea Pearl himself to provide context for the research. Additionally, the volume includes original articles from leading researchers who analyze and extend these seminal concepts. This text serves as a definitive resource for understanding the evolution of artificial intelligence and causal reasoning.

Key Features

Includes the original award-winning articles by Judea Pearl that led to his 2011 Turing Award.

Organized into four clear sections covering heuristic search, probabilistic reasoning, and two distinct periods of causality research.

Features personal introductions written by Judea Pearl for each of the four major parts of the book.

Contains contributed articles from leading researchers that analyze and extend the seminal works found in the collection.

Published by Morgan & Claypool as part of the ACM Collection II for professional computer science study.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
30 March 2022
Listed Since
23 March 2022

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