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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms - Synthesis Lectures on Artificial Intelligence and Machine Learning Rina Dechter 2 Revised edition
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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms - Synthesis Lectures on Artificial Intelligence and Machine Learning
Rina Dechter
Graphical models have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. This book provides comprehensive coverage of the primary exact algorithms for reasoning with such models. The main feature exploited by the algorithms is the model's graph.
199 pages
| Media | Bøker Innbunden bok (Bok med hard rygg og stivt omslag) |
| Utgitt | 14. februar 2019 |
| ISBN13 | 9781681734927 |
| Utgivere | Morgan & Claypool Publishers |
| Antall sider | 199 |
| Mål | 150 × 220 × 20 mm · 333 g |
| Språk | Engelsk |
| Serieredaktør | Brachman, Ronald J. |
| Serieredaktør | Rossi, Francesca |
| Serieredaktør | Stone, Peter |