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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition

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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition - Dechter, Rina
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Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. These models are used to perform many reasoning tasks, such as scheduling, planning and learning, diagnosis and prediction, design, hardware and software verification, and bioinformatics. These problems can be stated as the formal tasks of constraint satisfaction and ...

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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition 2019, Springer, Cham

ISBN-13: 9783031004551

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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms 2013, Morgan & Claypool

ISBN-13: 9781627051972

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