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Statistical Relational Artificial Intelligence: Logic, Probability, and Computation - Synthesis Lectures on Artificial Intelligence and Machine Learning
Luc De Raedt
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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.
Medie | Bøger Hardcover bog (Bog med hård ryg og stift omslag) |
Udgivet | 24. marts 2016 |
ISBN13 | 9783031000225 |
Forlag | Springer International Publishing AG |
Antal sider | 175 |
Mål | 565 g |
Sprog | Engelsk |