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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.
| Medien | Bücher Gebundenes Buch (Buch mit hartem Rücken und steifem Einband) |
| Erscheinungsdatum | 24. März 2016 |
| ISBN13 | 9783031000225 |
| Verlag | Springer International Publishing AG |
| Seitenanzahl | 175 |
| Maße | 150 × 220 × 20 mm · 565 g |
| Sprache | Englisch |
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