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Название: The Uncertain Reasoner's Companion: A Mathematical Perspective (Cambridge Tracts in Theoretical Computer Science, Volume 39)
Автор: Paris J.
Reasoning under uncertainty, that is, making judgments with only partial knowledge, is a major theme in artificial intelligence. Professor Paris provides here an introduction to the mathematical foundations of the subject. The author presents the key results on the subject, and formalizes within a unified framework the main contemporary approaches and assumptions. He concentrates on giving clear mathematical formulations, analyses, justifications, and consequences of the main theories about uncertain reasoning.