Bayesian networks : a practical guide to applications / edited by Olivier Pourret, Patrick Naim, Bruce Marcot.
| データ種別 | 電子ブック |
|---|---|
| 出版者 | Chichester, England : John Wiley |
| 出版年 | 2008. |
| 本文言語 | 英語 |
| 大きさ | 1 online resource (xv, 428 pages) : illustrations, maps. |
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| 内容注記 | Medical diagnosis -- Clinical decision support -- Complex genetic models -- Crime risk factor analysis -- Spatial dynamics in France -- Inference problems in forensic science -- Conservation of marbled murrelets in British Columbia -- Classifiers for modeling of mineral potential -- Student modeling -- Sensor validation -- An information retrieval system -- Reliability analysis of systems -- Terrorism risk management -- Credit-rating of companies -- Classification of Chilean wines -- Pavement and bridge management -- Complex industrial process operation -- Probability of default for large corporates -- Risk management in robotics -- Enhancing human cognition. |
|---|---|
| 一般注記 | Statistics in practice Includes bibliographical references (pages 385-425) and index. "This book provides a general introduction to Bayesian networks, defining and illustrating the basic concepts with pedagogical examples and twenty real-life case studies drawn from a range of fields including medicine, computing, natural sciences and engineering." "Designed to help analysts, engineers, scientists and professionals taking part in complex decision processes to successfully implement Bayesian networks, this book equips readers with proven methods to generate, calibrate, evaluate and validate Bayesian networks."--Jacket. |
| 著者標目 | Pourret, Olivier. Naïm, Patrick. Marcot, Bruce. Wiley InterScience (Online service) |
| 件 名 | LCSH:Bayesian statistical decision theory. LCSH:Mathematical models. FREE:MATHEMATICS -- Probability & Statistics -- Bayesian Analysis. -- bisacsh 全ての件名で検索 FREE:Bayesian statistical decision theory. -- fast -- (OCoLC)fst00829019 全ての件名で検索 FREE:Mathematical models. -- fast -- (OCoLC)fst01012085 全ての件名で検索 FREE:Electronic books. |
| 分 類 | LCC:QA279.5 DC:519.5/42 |
| 巻冊次 | ISBN:047099455X ; XISBN:9780470994559  ISBN:9780470060308 ; XISBN:0470060301 XISBN:9780470060308 ; XISBN:9781282349650
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| ISBN | 047099455X |
| URL | http://onlinelibrary.wiley.com/book/10.1002/9780470994559 |
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