Inductive Logic Programming [[electronic resource] ] : 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings / / edited by Celine Rouveirol, Michele Sebag
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| Titolo: |
Inductive Logic Programming [[electronic resource] ] : 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings / / edited by Celine Rouveirol, Michele Sebag
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| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2001 |
| Edizione: | 1st ed. 2001. |
| Descrizione fisica: | 1 online resource (IX, 259 p.) |
| Disciplina: | 005.1/15 |
| Soggetto topico: | 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 | |
| Persona (resp. second.): | RouveirolCeline |
| SebagMichele | |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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. |
| Titolo autorizzato: | Inductive Logic Programming |
| ISBN: | 3-540-44797-0 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 996465810803316 |
| Lo trovi qui: | Univ. di Salerno |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Artificial Intelligence ; ; 2157