Uncertainty in Artificial Intelligence 5 |
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Editor:
| Shachter, R. D. Kanal, L. N. Henrion, M. Lemmer, J. F. |
Series title: | Issn Ser. |
ISBN: | 978-1-4832-9655-5 |
Publication Date: | Mar 2017 |
Publisher: | Elsevier Science & Technology Books
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Book Format: | Ebook |
List Price: | USD $72.95USD $87.54 |
Book Description:
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This volume, like its predecessors, reflects the cutting edge of research on the automation of reasoning under uncertainty.A more pragmatic emphasis is evident, for although some papers address fundamental issues, the majority address practical issues. Topics include the relations between alternative formalisms (including possibilistic reasoning), Dempster-Shafer belief functions, non-monotonic reasoning, Bayesian and decision theoretic schemes, and new inference techniques for belief...
More DescriptionThis volume, like its predecessors, reflects the cutting edge of research on the automation of reasoning under uncertainty.A more pragmatic emphasis is evident, for although some papers address fundamental issues, the majority address practical issues. Topics include the relations between alternative formalisms (including possibilistic reasoning), Dempster-Shafer belief functions, non-monotonic reasoning, Bayesian and decision theoretic schemes, and new inference techniques for belief nets. New techniques are applied to important problems in medicine, vision, robotics, and natural language understanding.