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Modeling and reasoning with Bayesian networks /
Introduces the formal foundations and practical applications of Bayesian networks.
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, UK ; New York :
Cambridge University Press,
2009.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Darwiche, Adnan, |d 1966- |e author. | |
| 245 | 1 | 0 | |a Modeling and reasoning with Bayesian networks / |c Adnan Darwiche, University of California, Los Angeles. |
| 264 | 1 | |a Cambridge, UK ; |a New York : |b Cambridge University Press, |c 2009. | |
| 264 | 4 | |c ©2009 | |
| 300 | |a 1 online resource (xii, 548 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 504 | |a Includes bibliographical references (pages 527-539) and index. | ||
| 505 | 0 | |a Introduction -- Propositional logic -- Probability calculus -- Bayesian networks -- Building Bayesian networks -- Inference by variable elimination -- Inference by factor elimination -- Inference by conditioning -- Models for graph decomposition -- Most likely instantiations -- The complexity of probabilistic inference -- Compiling Bayesian networks -- Inference with local structure -- Approximate inference by belief propagation -- Approximate inference by stochastic sampling -- Sensitivity analysis -- Learning : the maximum likelihood approach -- Learning : the Bayesian approach. | |
| 520 | |a Introduces the formal foundations and practical applications of Bayesian networks. | ||
| 588 | |a Description based on print version record; title from digital title page (viewed January 24, 2023). | ||
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Bayesian statistical decision theory |x Graphic methods. | |
| 650 | 0 | |a Inference. | |
| 650 | 0 | |a Probabilities. | |
| 650 | 0 | |a Modeling. | |
| 650 | 2 | |a Probability | |
| 650 | 6 | |a Théorie de la décision bayésienne |x Méthodes graphiques. | |
| 650 | 6 | |a Inférence (Logique) | |
| 650 | 6 | |a Probabilités. | |
| 650 | 7 | |a probability. |2 aat | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x Bayesian Analysis. |2 bisacsh | |
| 650 | 7 | |a Modèles mathématiques. |2 eclas | |
| 650 | 7 | |a Méthodes statistiques. |2 eclas | |
| 650 | 7 | |a Probabilités. |2 eclas | |
| 650 | 7 | |a Sciences. |2 eclas | |
| 650 | 7 | |a Inference |2 fast | |
| 650 | 7 | |a Modeling |2 fast | |
| 650 | 7 | |a Probabilities |2 fast | |
| 650 | 7 | |a Bayes-Netz |2 gnd | |
| 776 | 0 | 8 | |i Print version: |a Darwiche, Adnan, 1966- |t Modeling and reasoning with Bayesian networks. |d Cambridge ; New York : Cambridge University Press, 2009 |z 9780521884389 |w (DLC) 2008044605 |w (OCoLC)263146943 |
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