Inductive Logic Programming [electronic resource] : 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings /
ILP (Conference)Corporate Author
ILP (Conference),issuing body.
ILP (Conference)
Rouveirol, Celine.editor.
Sebag, Michele.editor.
Bibliographic Level Mode of Issuance: Monograph
Includes bibliographical references and index.
A Refinement Operator for Theories -- Learning Logic Programs with Neural Networks -- A Genetic Algorithm for Propositionalization -- Classifying Uncovered Examples by Rule Stretching -- Relational Learning Using Constrained Confidence-Rated Boosting -- Induction, Abduction, and Consequence-Finding -- From Shell Logs to Shell Scripts -- An Automated ILP Server in the Field of Bioinformatics -- Adaptive Bayesian Logic Programs -- Towards Combining Inductive Logic Programming with Bayesian Networks -- Demand-Driven Construction of Structural Features in ILP -- Transformation-Based Learning Using Multirelational Aggregation -- Discovering Associations between Spatial Objects: An ILP Application -- ?-Subsumption in a Constraint Satisfaction Perspective -- Learning to Parse from a Treebank: Combining TBL and ILP -- Induction of Stable Models -- Application of Pruning Techniques for Propositional Learning to Progol -- Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition -- Efficient Cross-Validation in ILP -- Modelling Semi-structured Documents with Hedges for Deduction and Induction -- Learning Functions from Imperfect Positive Data.
Architecture, Computer.
Software engineering.
Artificial intelligence.
Computer programming.
Mathematical logic.
Algorithms.
Computer System Implementation.
Software Engineering/Programming and Operating Systems.
Artificial Intelligence.
Programming Techniques.
Mathematical Logic and Formal Languages.
Algorithm Analysis and Problem Complexity.