Inductive Logic Programming

Language: English

Published by Springer, Springer Aug 2001, 2001

3540425381 / 9783540425380

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 276 pp. Englisch.…

Seller Inventory # 9783540425380

Title
Inductive Logic Programming
Author
Celine Rouveirol
Publisher
Springer, Springer Aug 2001
Publication year
2001
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540425381
ISBN 13
9783540425380
Item weight
423 grams
Dimensions
235x155x16 mm

buchversandmimpf2000

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