Inductive Logic Programming: 10th International Conference, ILP 2000, London, UK, July 24-27, 2000 Proceedings - Softcover

Inhaltsangabe

Invited Paper.- ILP: Just Do It.- Contributed Papers.- A New Algorithm for Learning Range Restricted Horn Expressions.- A Refinement Operator for Description Logics.- Executing Query Packs in ILP.- A Logical Database Mining Query Language.- Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions.- Extending K-Means Clustering to First-Order Representations.- Theory Completion Using Inverse Entailment.- Solving Selection Problems Using Preference Relation Based on Bayesian Learning.- Concurrent Execution of Optimal Hypothesis Search for Inverse Entailment.- Using ILP to Improve Planning in Hierarchical Reinforcement Learning.- Towards Learning in CARIN-ALN.- Inverse Entailment in Nonmonotonic Logic Programs.- A Note on Two Simple Transformations for Improving the Efficiency of an ILP System.- Searching the Subsumption Lattice by a Genetic Algorithm.- New Conditions for the Existence of Least Generalizations under Relative Subsumption.

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