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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.
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The Uncertain Reasoner's Companion, J. B. Paris
- Idioma
- Publicado en
- 1994
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- Título
- The Uncertain Reasoner's Companion
- Subtítulo
- A Mathematical Perspective
- Idioma
- Inglés
- Autores
- J. B. Paris
- Editorial
- Cambridge University Press
- Publicado en
- 1994
- Formato
- Tapa dura
- ISBN10
- 0521460891
- ISBN13
- 9780521460897
- Descripción
- 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.