Reasoning with Probabilistic and Deterministic Graphical Models Exact Algorithms |
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| Author:
| Dechter, Rina
Brachman, Ronald J.
Rossi, Francesca
Stone, Peter |
| Series title: | Synthesis Lectures on Artificial Intelligence and Machine Learning Ser. |
| ISBN: | 978-1-68173-492-7 |
| Publication Date: | Feb 2019 |
| Publisher: | Morgan & Claypool Publishers
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| Book Format: | Hardback |
| List Price: | USD $89.95USD $89.95 |
Book Description:
|
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.
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.