Inductive Logic Programming 19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers /

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Raedt, Luc De (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
Σειρά:Lecture Notes in Computer Science, 5989
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Inductive Logic Programming  |h [electronic resource] :  |b 19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers /  |c edited by Luc De Raedt. 
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490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 5989 
505 0 |a 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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650 0 |a Programming languages (Electronic computers). 
650 0 |a Algorithms. 
650 0 |a Mathematical logic. 
650 0 |a Database management. 
650 0 |a Data mining. 
650 0 |a Information storage and retrieval. 
650 1 4 |a Computer Science. 
650 2 4 |a Mathematical Logic and Formal Languages. 
650 2 4 |a Programming Languages, Compilers, Interpreters. 
650 2 4 |a Database Management. 
650 2 4 |a Information Storage and Retrieval. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
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