An Inductive Logic Programming Approach to Statistical Relational Learning

Download or read book An Inductive Logic Programming Approach to Statistical Relational Learning written by Kristian Kersting and published by IOS Press. This book was released on 2006 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.