Name: Modeling and Reasoning With Bayesian Networks
SKU: 50130691
Price: 98.21 EUR
Availability: InStock
Author: Darwiche, Adnan
ISBN: 9781107678422

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portada Modeling and Reasoning With Bayesian Networks

Modeling and Reasoning With Bayesian Networks

Type

Physical Book

Author

Adnan Darwiche

Publisher

Cambridge University Press

Year

2014

Language

English

Pages

562

Format

Paperback

Dimensions

25.4x17.8x2.9 cm

Weight

0.96 kg.

ISBN13

9781107678422

Edition No.

Synopsis "Modeling and Reasoning With Bayesian Networks "

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. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The author assumes very little background on the covered subjects, supplying in-depth discussions for theoretically inclined readers and enough practical details to provide an algorithmic cookbook for the system developer.

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Modeling and Reasoning With Bayesian Networks - Darwiche, Adnan

Synopsis "Modeling and Reasoning With Bayesian Networks "

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