Inductive Logic Programming [[electronic resource] ] : 13th International Conference, ILP 2003, Szeged, Hungary, September 29 - October 1, 2003, Proceedings / / edited by Tamas Horváth, Akihiro Yamamoto
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| Titolo: |
Inductive Logic Programming [[electronic resource] ] : 13th International Conference, ILP 2003, Szeged, Hungary, September 29 - October 1, 2003, Proceedings / / edited by Tamas Horváth, Akihiro Yamamoto
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| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2003 |
| Edizione: | 1st ed. 2003. |
| Descrizione fisica: | 1 online resource (X, 406 p.) |
| Disciplina: | 05.115 |
| Soggetto topico: | Software engineering |
| Artificial intelligence | |
| Computer science | |
| Computer programming | |
| Mathematical logic | |
| Software Engineering/Programming and Operating Systems | |
| Artificial Intelligence | |
| Computer Science, general | |
| Programming Techniques | |
| Mathematical Logic and Formal Languages | |
| Persona (resp. second.): | HorváthTamas |
| YamamotoAkihiro | |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters and index. |
| Nota di contenuto: | Invited Papers -- A Personal View of How Best to Apply ILP -- Agents that Reason and Learn -- Research Papers -- Mining Model Trees: A Multi-relational Approach -- Complexity Parameters for First-Order Classes -- A Multi-relational Decision Tree Learning Algorithm – Implementation and Experiments -- Applying Theory Revision to the Design of Distributed Databases -- Disjunctive Learning with a Soft-Clustering Method -- ILP for Mathematical Discovery -- An Exhaustive Matching Procedure for the Improvement of Learning Efficiency -- Efficient Data Structures for Inductive Logic Programming -- Graph Kernels and Gaussian Processes for Relational Reinforcement Learning -- On Condensation of a Clause -- A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting -- Comparative Evaluation of Approaches to Propositionalization -- Ideal Refinement of Descriptions in -Log -- Which First-Order Logic Clauses Can Be Learned Using Genetic Algorithms? -- Improved Distances for Structured Data -- Induction of Enzyme Classes from Biological Databases -- Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars -- Induction of the Effects of Actions by Monotonic Methods -- Hybrid Abductive Inductive Learning: A Generalisation of Progol -- Query Optimization in Inductive Logic Programming by Reordering Literals -- Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data -- Relational IBL in Music with a New Structural Similarity Measure -- An Effective Grammar-Based Compression Algorithm for Tree Structured Data. |
| Titolo autorizzato: | Inductive Logic Programming |
| ISBN: | 3-540-39917-8 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910768183503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Artificial Intelligence ; ; 2835