Inductive Logic Programming

10th International Conference, ILP 2000, London, UK, July 24-27, 2000 Proceedings

280 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Computer Science
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783540677956
• Sprache: Englisch
• Erscheinungsdatum: 12.07.2000
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: Alan Frisch, James Cussens