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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
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2009. gada 6. aprīlis |
| ISBN13 | 9780521884389 |
| Izdevēji | Cambridge University Press |
| Lapas | 562 |
| Izmēri | 186 × 262 × 31 mm · 1,23 kg |
| Valoda | Angļu |
