Modeling and reasoning with bayesian networks
Auteur :
Darwiche, Adnan
Éditeur :
Cambridge University Press
ISBN :
9781107678422
Date de publication :
7 août 2014
Dimensions :
25,4 x 17,8 x 2,9 cm
Poids :
960 g
Format :
Trade paperback (US)
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.