Statistical Relational Artificial Intelligence: Logic, Probability, and Computation (Hardcover)

Preface.- Motivation.- Statistical and Relational AI Representations.- Relational Probabilistic Representations.- Representational Issues.- Inference in Propositional Models.- Inference in Relational Probabilistic Models.- Learning Probabilistic and Logical Models.- Learning Probabilistic Relational Models.- Beyond Basic Probabilistic Inference and Learning.- Conclusions.- Bibliography.- Authors' Biographies.- Index.