Inductive logic programming : 19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised papers /
Inductive logic programming : 19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised papers /
ILP 2009
Luc De Raedt (Ed.).
- Berlin ; New York : Springer-Verlag, ©2010.
- 1 online resource (xii, 256 pages)
- Lecture notes in computer science ; 5989 Lecture notes in artificial intelligence LNCS sublibrary. SL 7, Artificial intelligence .
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 5989. LNCS sublibrary. SL 7, Artificial intelligence. .
Includes bibliographical references and author index.
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?
Annotation This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.
9783642138409 3642138403
978-3-642-13839-3 Springer http://www.springerlink.com
2010929279
Logic programming--Congresses.
Computer logic--Congresses.
Logic.
Logic
Software
Programmation logique--Congrès.
Logique informatique--Congrès.
Logique.
Logiciels.
logic.
software.
Informatique.
Logic
Computer logic
Logic programming
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
QA76.63 / .I47 2010
005.1/15
QA 76.63
Includes bibliographical references and author index.
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?
Annotation This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.
9783642138409 3642138403
978-3-642-13839-3 Springer http://www.springerlink.com
2010929279
Logic programming--Congresses.
Computer logic--Congresses.
Logic.
Logic
Software
Programmation logique--Congrès.
Logique informatique--Congrès.
Logique.
Logiciels.
logic.
software.
Informatique.
Logic
Computer logic
Logic programming
Congress
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
QA76.63 / .I47 2010
005.1/15
QA 76.63