Inductive Logic Programming [[electronic resource] ] : 19th International Conference, ILP 2009, Leuven, Belgium, July 2-4, 2010, Revised Papers / / edited by Luc Raedt
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| Titolo: |
Inductive Logic Programming [[electronic resource] ] : 19th International Conference, ILP 2009, Leuven, Belgium, July 2-4, 2010, Revised Papers / / edited by Luc Raedt
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| Pubblicazione: | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Edizione: | 1st ed. 2010. |
| Descrizione fisica: | 1 online resource (XII, 257 p.) |
| Disciplina: | 005.1/15 |
| Soggetto topico: | Mathematical logic |
| Programming languages (Electronic computers) | |
| Database management | |
| Information storage and retrieval | |
| Algorithms | |
| Data mining | |
| Mathematical Logic and Formal Languages | |
| Programming Languages, Compilers, Interpreters | |
| Database Management | |
| Information Storage and Retrieval | |
| Algorithm Analysis and Problem Complexity | |
| Data Mining and Knowledge Discovery | |
| Persona (resp. second.): | RaedtLuc |
| Note generali: | Bibliographic Level Mode of Issuance: Monograph |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Knowledge-Directed Theory Revision -- Towards Clausal Discovery for Stream Mining -- On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics -- Induction of Relational Algebra Expressions -- A Logic-Based Approach to Relation Extraction from Texts -- Discovering Rules by Meta-level Abduction -- Inductive Generalization of Analytically Learned Goal Hierarchies -- Ideal Downward Refinement in the Description Logic -- Nonmonotonic Onto-Relational Learning -- CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods -- Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals -- Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples -- ProGolem: A System Based on Relative Minimal Generalisation -- An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge -- Boosting First-Order Clauses for Large, Skewed Data Sets -- Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages -- Transfer Learning via Relational Templates -- Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data -- Finding Relational Associations in HIV Resistance Mutation Data -- ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries -- Parameter Screening and Optimisation for ILP Using Designed Experiments -- Don’t Fear Optimality: Sampling for Probabilistic-Logic Sequence Models -- Policy Transfer via Markov Logic Networks -- Can ILP Be Applied to Large Datasets?. |
| Titolo autorizzato: | Inductive Logic Programming |
| ISBN: | 1-280-38744-0 |
| 9786613565365 | |
| 3-642-13840-3 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 996465606803316 |
| Lo trovi qui: | Univ. di Salerno |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Artificial Intelligence ; ; 5989