Statistical Relational Artificial Intelligence: Logic, Probability, and Computation - Synthesis Lectures on Artificial Intelligence and Machine Learning - Luc De Raedt - Books - Springer International Publishing AG - 9783031000225 - March 24, 2016
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Luc De Raedt
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation - Synthesis Lectures on Artificial Intelligence and Machine Learning

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The book focuses on two representations in detail: Markov logic networks, a relational extension of undirected graphical models and weighted first-order predicate calculus formula, and Problog, a probabilistic extension of logic programs that can also be viewed as a Turing-complete relational extension of Bayesian networks.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released March 24, 2016
ISBN13 9783031000225
Publishers Springer International Publishing AG
Pages 175
Dimensions 150 × 220 × 20 mm   ·   565 g
Language English  

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