ISBN: 3-540-67795-X
TITLE: Inductive Logic Programming
AUTHOR: Cussens, James; Frisch, Alan (Eds.)
TOC:

I Invited Paper
ILP: Just Do It 3
David Page
II Contributed Papers
A New Algorithm for Learning Range Restricted Horn Expressions 21
Marta Arias, Roni Khardon
A Refinement Operator for Description Logics 40
Liviu Badea, Shan-Hwei Nienhuys-Cheng
Executing QueryPacks in ILP 60
Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, Henk Vandecasteele
A Logical Database Mining QueryLanguage 78
Luc De Raedt
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions 93
Floriana Esposito, Donato Malerba, Francesca A. Lisi
Extending K-Means Clustering to First-Order Representations 112
Mathias Kirsten, Stefan Wrobel
TheoryCompletion Using Inverse Entailment 130
Stephen H. Muggleton, Christopher H. Bryant
Solving Selection Problems Using Preference Relation Based on Bayesian Learning 147
Tomofumi Nakano, Nobuhiro Inuzuka
Concurrent Execution of Optimal Hypothesis Search for Inverse Entailment 165
Hayato Ohwada, Hiroyuki Nishiyama, Fumio Mizoguchi
Using ILP to Improve Planning in Hierarchical Reinforcement Learning 174
Mark Reid, Malcolm Ryan
Towards Learning in CARIN-ALN 191
Cline Rouveirol, Veronique Ventos
Inverse Entailment in Nonmonotonic Logic Programs 209
Chiaki Sakama
A Note on Two Simple Transformations for Improving the Efficiency of an ILP System 225
Vtor Santos Costa, Ashwin Srinivasan, Rui Camacho
Searching the Subsumption Lattice bya Genetic Algorithm 243
Alireza Tamaddoni-Nezhad, Stephen H. Muggleton
New Conditions for the Existence of Least Generalizations under Relative Subsumption 253
Akihiro Yamamoto
Author Index 265
END
