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Synopsis
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic. The author distinguishes syntactic and semantic approaches to uncertainty-and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence of probability theory with modern demands of reasoning-systems technology: modular declarative inputs, conceptually meaningful inferences, and parallel distributed computation. Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition-in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information. Probabilistic Reasoning in Intelligent Systems will be of special interest to scholars and researchers in AI, decision theory, statistics, logic, philosophy, cognitive psychology, and the management sciences. Professionals in the areas of knowledge-based systems, operations research, engineering, and statistics will find theoretical and computational tools of immediate practical use. The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability.
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Probabilistic reasoning in intelligent systems. Networks of plausible inference.
Edité par
San Francisco, Calif., Morgan Kaufmann,, 1997
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
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8°, OBrosch. XIX, 552 S., graph. Darst. Morgan Kaufmann series in representation and reasoning: Books. - Wohlerhalten. ISBN: 1558604790 Sprache: Englisch Gewicht in Gramm: 800 Revised second printing - [fourth reprinting]. N° de réf. du vendeur 24365
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Edité par
Morgan Kaufmann, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
Ancien ou d'occasion
Couverture souple
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Etat : good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. N° de réf. du vendeur 800716-5
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning)
Edité par
Morgan Kaufmann, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
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Elsevier Science & Technology, 1997
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ISBN 13 : 9781558604797
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning)
Edité par
Morgan Kaufmann, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
Ancien ou d'occasion
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Probabilistic Reasoning in Intelligent Systems
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Probabilistic Reasoning in Intelligent Systems : Networks of Plausible Inference
Edité par
Morgan Kaufmann, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
Ancien ou d'occasion
Couverture souple
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
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Etat : good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. N° de réf. du vendeur 800716-5
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning)
Edité par
Morgan Kaufmann 1988-09-01, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
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Probabilistic Reasoning in Intelligent Systems
Edité par
Elsevier Science & Technology, Morgan Kaufmann, 1988
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic. The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence of probability theory with modern demands of reasoning-systems technology: modular declarative inputs, conceptually meaningful inferences, and parallel distributed computation. Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition--in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information. Probabilistic Reasoning in Intelligent Systems will be of special interest to scholars and researchers in AI, decision theory, statistics, logic, philosophy, cognitive psychology, and the management sciences. Professionals in the areas of knowledge-based systems, operations research, engineering, and statistics will find theoretical and computational tools of immediate practical use. The book can also be used as an excellent text for graduate-level courses in AI, operations research, or applied probability. Englisch. N° de réf. du vendeur 9781558604797
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Probabilistic Reasoning in Intelligent Systems
Edité par
Elsevier Science & Technology|Morgan Kaufmann, 1997
ISBN 10 : 1558604790
ISBN 13 : 9781558604797
Neuf
Couverture souple
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probab. N° de réf. du vendeur 127685204
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