Statistical relational artificial intelligence: logic, probability, and computation
Auteur :
De Raedt, Luc / Kersting, Kristian / Natarajan, Sriraam / Poole, David
Éditeur :
Springer International Publishing AG
ISBN :
9783031000225
Date de publication :
24 mars 2016
Dimensions :
23,5 x 19,1 cm
Langue :
Anglais
Pays d'origine :
Suisse
The book focuses on two representations in detail: Markov logic networks, a relational extension of undirected graphical models and weighted first-order predicate calculus formula, and Problog, a probabilistic extension of logic programs that can also be viewed as a Turing-complete relational extension of Bayesian networks.