Inductive Logic Programming: 21st International Conference, Ilp 2011, Windsor Great Park, Uk, July 31 -- August 3, 2011, Revised Selected Papers

Inference and Learning.- Beyond Reward: The Problem of Knowledge and Data.- Exploiting Constraints.- Online Bayesian Inference for the Parameters of PRISM Programs.- Learning Compact Markov Logic Networks with Decision Trees.- Relational Networks of Conditional Preferences.- k-Optimal: A Novel Approximate Inference Algorithm for ProbLog.- Learning Directed Relational Models with Recursive Dependencies.- Integrating Model Checking and Inductive Logic Programming.- Inductive Logic Programming in Answer Set Programming.- Graph-Based Relational Learning with a Polynomial Time Projection Algorithm.- Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models.- Conceptual Clustering of Multi-Relational Data.- Expressive Power of Safe First-Order Logical Decision Trees.- Relational Learning for Spatial Relation Extraction from Natural

• Format: Paperback
• Language: English
• ISBN: 3642319505
• ISBN13: 9783642319501
• Release Date: July 2012
• Publisher: Springer
• Length: 406 Pages
• Weight: 1.40 lbs.
• Dimensions: 0.9" x 6.1" x 9.3"