UID:
almahu_9948621101102882
Umfang:
IX, 259 p.
,
online resource.
Ausgabe:
1st ed. 2001.
ISBN:
9783540447979
Serie:
Lecture Notes in Artificial Intelligence ; 2157
Anmerkung:
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.
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783662201572
Weitere Ausg.:
Printed edition: ISBN 9783540425380
Sprache:
Englisch
DOI:
10.1007/3-540-44797-0
URL:
https://doi.org/10.1007/3-540-44797-0
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