β Scribed by Kamal Ali, Kevin Leung, Tolga Konik, Dongkyu Choi (auth.), Luc De Raedt (eds.)
No coin nor oath required. For personal study only.
This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.
Front Matter....Pages -
Knowledge-Directed Theory Revision....Pages 1-8
Towards Clausal Discovery for Stream Mining....Pages 9-16
On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics....Pages 17-24
Induction of Relational Algebra Expressions....Pages 25-33
A Logic-Based Approach to Relation Extraction from Texts....Pages 34-48
Discovering Rules by Meta-level Abduction....Pages 49-64
Inductive Generalization of Analytically Learned Goal Hierarchies....Pages 65-72
Ideal Downward Refinement in the $\mathcal{EL}$ Description Logic....Pages 73-87
Nonmonotonic Onto-Relational Learning....Pages 88-95
CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods....Pages 96-109
Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals....Pages 110-122
Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples....Pages 123-130
ProGolem: A System Based on Relative Minimal Generalisation....Pages 131-148
An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge....Pages 149-165
Boosting First-Order Clauses for Large, Skewed Data Sets....Pages 166-177
Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages....Pages 178-185
Transfer Learning via Relational Templates....Pages 186-193
Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data....Pages 194-201
Finding Relational Associations in HIV Resistance Mutation Data....Pages 202-208
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries....Pages 209-216
Parameter Screening and Optimisation for ILP Using Designed Experiments....Pages 217-225
Donβt Fear Optimality: Sampling for Probabilistic-Logic Sequence Models....Pages 226-233
Policy Transfer via Markov Logic Networks....Pages 234-248
Can ILP Be Applied to Large Datasets?....Pages 249-256
Back Matter....Pages -
Mathematical Logic and Formal Languages; Database Management; Information Storage and Retrieval; Algorithm Analysis and Problem Complexity; Data Mining and Knowledge Discovery; Logics and Meanings of Programs
π SIMILAR VOLUMES
This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.
This book constitutes the proceedings of the 19th International Conference on Inductive Logic Programming, held in Leuven, Belgium, in July 2009.
<p>The Twelfth International Conference on Inductive Logic Programming was held in Sydney, Australia, July 9β11, 2002. The conference was colocated with two other events, the Nineteenth International Conference on Machine Learning (ICML2002) and the Fifteenth Annual Conference on Computational Learn
<span>The Twelfth International Conference on Inductive Logic Programming was held in Sydney, Australia, July 9β11, 2002. The conference was colocated with two other events, the Nineteenth International Conference on Machine Learning (ICML2002) and the Fifteenth Annual Conference on Computational Le
<P>This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning.</P> <P>The 15 revised
<P>This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning.</P> <P>The 15 revised