Inductive Logic Programming : 21st International Conference, Ilp 2011, Windsor Great Park, Uk, July 31 -- August 3, 2011, Revised Selected Papers
Overview
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
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Details
- ISBN-13: 9783642319501
- ISBN-10: 3642319505
- Publisher: Springer
- Publish Date: July 2012
- Dimensions: 9.3 x 6.1 x 0.9 inches
- Shipping Weight: 1.4 pounds
- Page Count: 406
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