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" Expert Systems and Probabilistic Network Models "
by Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi.
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BL
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| Record Number
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728861
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b548614
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| Main Entry
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by Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi.
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| Title & Author
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Expert Systems and Probabilistic Network Models\ by Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi.
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| Publication Statement
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New York, NY: Springer New York, 1997
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| Series Statement
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Monographs in computer science.
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| Page. NO
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(xiv, 605 pages 265 illustrations).
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| ISBN
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1461222702
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: 9781461222705
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| Contents
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Rule-based expert systems --;Probabilistic expert systems --;Some concepts of graphs --;Building probabalistic models --;Graphically specified models --;Extending graphically specified models --;Exact propagation in probabilistic network models --;Approximate propagation methods --;Symbolic propagation of evidence --;Learning Bayesian models --;Case studies.
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| Abstract
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Artificial intelligence and expert systems have seen a great deal of research in recent years, much of which has been devoted to methods for incorporating uncertainty into models. This book provides an up-to-date survey of this field for researchers and scientists.
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Artificial intelligence.
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Computer science.
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| LC Classification
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QA76.76.E95B946 1997
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| Added Entry
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Ali S Hadi
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Enrique Castillo
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José Manuel Gutiérrez
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