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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
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | April 6, 2009 |
| ISBN13 | 9780521884389 |
| Publishers | Cambridge University Press |
| Pages | 562 |
| Dimensions | 186 × 262 × 31 mm · 1.23 kg |
| Language | English |
