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Titlebook: Expert Systems and Probabilistic Network Models; Enrique Castillo,José Manuel Gutiérrez,Ali S. Hadi Book 1997 Springer-Verlag New York, In

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书目名称Expert Systems and Probabilistic Network Models
编辑Enrique Castillo,José Manuel Gutiérrez,Ali S. Hadi
视频video
丛书名称Monographs in Computer Science
图书封面Titlebook: Expert Systems and Probabilistic Network Models;  Enrique Castillo,José Manuel Gutiérrez,Ali S. Hadi Book 1997 Springer-Verlag New York, In
描述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 is devoted to providing a thorough and up-to-date survey of this field for researchers and students.
出版日期Book 1997
关键词Bayesian network; Probability theory; artificial intelligence; complexity; control; expert system; graph a
版次1
doihttps://doi.org/10.1007/978-1-4612-2270-5
isbn_softcover978-1-4612-7481-0
isbn_ebook978-1-4612-2270-5Series ISSN 0172-603X Series E-ISSN 2512-5486
issn_series 0172-603X
copyrightSpringer-Verlag New York, Inc. 1997
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Grundlagen und Technologien des Ottomotorsrobability distribution (JPD) of the variables. Thus, the performance of a probabilistic expert system hinges on the correct specification of the JPD. Therefore, an important task for expert systems developers is to specify the JPD as accurately as possible. Human experts often collaborate to achieve this objective.
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Die Hauptquellen der Philosophie Stahls, Chapter 5. Readers who wish to read more about graph theory are referred to books such as Harary (1969), Berge (1973), Bondy and Murty (1976), Golumbic (1980), Liu (1985), Ross and Wright (1988), and Biggs (1989).
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,Die Ordnungsmäßigkeit der Datenerfassung,hough some CISs in the probability model may not be represented by the graph. Consequently, the main limitation of graphical models is that they can only represent certain types of independence structures. The following example illustrates this limitation.
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Some Concepts of Graphs, Chapter 5. Readers who wish to read more about graph theory are referred to books such as Harary (1969), Berge (1973), Bondy and Murty (1976), Golumbic (1980), Liu (1985), Ross and Wright (1988), and Biggs (1989).
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Symbolic Propagation of Evidence,ranges of values for the parameters rather than their exact values. In such cases, the numeric propagation methods must be replaced by symbolic propagation methods, which are able to deal with the parameters themselves without assigning them numeric values.
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