Inductive Logic Programming 19th International Conference, ILP 2009, Leuven, Belgium, July 2-4, 2010, Revised Papers /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Raedt, Luc (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edición:1st ed. 2010.
Colección:Lecture Notes in Artificial Intelligence, 5989
Temas:
Machine theory.
Compilers (Computer programs).
Database management.
Information storage and retrieval systems.
Algorithms.
Data mining.
Formal Languages and Automata Theory.
Compilers and Interpreters.
Database Management.
Information Storage and Retrieval.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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?.

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