An inductive logic programming approach to statistical relational learning
Amsterdam [u.a.] : IOS Press
Birmingham, AL, USA : EBSCO Industries, Inc.
1 Online-Ressource (xxii, 228 pages)
Frontiers in artificial intelligence and applications v. 148
Description / Table of Contents:
Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels.
Includes bibliographical references (pages 201-221) and index