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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation - Synthesis Lectures on Artificial Intelligence and Machine Learning
Luc De Raedt
Statistical Relational Artificial Intelligence: Logic, Probability, and Computation - Synthesis Lectures on Artificial Intelligence and Machine Learning
Luc De Raedt
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 | 565 g |
Language | English |