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Modeling and Reasoning with Bayesian Networks Darwiche, Adnan (University of California, Los Angeles)
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Modeling and Reasoning with Bayesian Networks
Darwiche, Adnan (University of California, Los Angeles)
This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis.
562 pages, 246 b/w illus. 64 tables 342 exercises
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 6 de abril de 2009 |
| ISBN13 | 9780521884389 |
| Editores | Cambridge University Press |
| Páginas | 562 |
| Dimensiones | 186 × 262 × 31 mm · 1,23 kg |
| Lengua | Inglés |
