Probabilistic networks and expert systems
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Contributions
- Cowell, Robert G. - Contributor
Publication
1999 - Springer, New York, New York (State)
Language
English
Word Count
80,250 words, Guess
Page Count
321 pages
Identifiers
- Open LibraryOL32059M
- ISBN-100387987673
- OCLC Control Number40820909
- OCLC Control Numberprobabilisticnet0000unse
- Library of Congress Control Number99013242
and 2 more
- LibraryThing151628
- Goodreads1058962
Classifications
- DDC006.3/3
- LCCQA76.76.E95 P755 1999
Description
"Probabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors over a number of years, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms, emphasizing those cases in which exact answers are obtainable."--BOOK JACKET. "The book will be of interest to researchers and graduate students in artificial intelligence who desire an understanding of the mathematical and statistical basis of probabilistic expert systems, and to students and research workers in statistics wanting an introduction to this fascinating and rapidly developing field. The careful attention to detail will also make this work an important reference source for all those involved in the theory and applications of probabilistic expert systems."--BOOK JACKET.
Subjects
Series Statement
- Statistics for engineering and information science
Other Editions
- Probabilistic networks and expert systems
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