Inductive Logic Programming 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2001, 2001
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| Edition: | 1st ed. 2001 |
| Series: | Lecture Notes in Artificial Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- 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