Inductive Logic Programming 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings /
Inductive Logic Programming 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings / [electronic resource] :
edited by Celine Rouveirol, Michele Sebag.
- 1st ed. 2001.
- IX, 259 p. online resource.
- Lecture Notes in Artificial Intelligence, 2157 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 2157 .
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.
9783540447979
10.1007/3-540-44797-0 doi
Computer systems.
Software engineering.
Artificial intelligence.
Computer programming.
Machine theory.
Algorithms.
Computer System Implementation.
Software Engineering.
Artificial Intelligence.
Programming Techniques.
Formal Languages and Automata Theory.
Algorithms.
QA76.9.S88
004.2
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.
9783540447979
10.1007/3-540-44797-0 doi
Computer systems.
Software engineering.
Artificial intelligence.
Computer programming.
Machine theory.
Algorithms.
Computer System Implementation.
Software Engineering.
Artificial Intelligence.
Programming Techniques.
Formal Languages and Automata Theory.
Algorithms.
QA76.9.S88
004.2