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  • Constraint Processingby Rina Dechter

    Elsevier Science 2003; US$ 101.00

    Constraint satisfaction is a simple but powerful tool. Constraints identify the impossible and reduce the realm of possibilities to effectively focus on the possible, allowing for a natural declarative formulation of what must be satisfied, without expressing how. The field of constraint reasoning has matured over the last three decades with contributions... more...

  • Reasoning with Probabilistic and Deterministic Graphical Modelsby Rina Dechter

    Morgan & Claypool Publishers 2013; US$ 45.00

    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... more...

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