| Abstract |
Authors in alphabetic order |
| An Output-Polynomial Time Algorithm for Mining Closed Frequent Ranked Tree Patterns |
Hiroki Arimura - Graduate School of Information Science and Technology, Hokkaido University Takeaki Uno - National Institute of Informatics
|
| Guiding Inference through Relational Reinforcement Learning |
Nima Asgharbeygi - Stanford University Negin Nejati - Stanford University Pat Langley - Stanford University Sachiyo Arai - Stanford University
|
| A Framework for Set-Oriented Computation in Inductive Logic Programming and its Application in Generalizing Inverse Entailment |
Hector Corrada Bravo - University of Wisconsin-Madison David Page - University of Wisconsin-Madison Raghu Ramakrishnan - University of Wisconsin-Madison Jude Shavlik - University of Wisconsin-Madison Vitor Santos Costa - Universidade Federal Rio de Janeiro
|
| Converting Semantic Knowledge into Inductive Bias |
John Cabral - Cycorp, Inc. Robert Kahlert - Cycorp, Inc. Cynthia Matuszek - Cycorp, Inc. Michael Witbrock - Cycorp, Inc. Brett Summers - Cycorp, Inc.
|
| Learning Teleoreactive Logic Programs from Problem Solving |
Dongkyu Choi - Stanford University Pat Langley - Stanford University
|
| Distance-based Generalisation |
Vicent Estruch - Technical University of Valencia Cesar Ferri - Technical University of Valencia José Hernández-Orallo - Technical University of Valencia Mª José Ramírez-Quintana - Technical University of Valencia
|
| Automatic Induction of Abduction and Abstraction Theories from Observations |
Stefano Ferilli - Department of Computer Science, University of Bari Teresa M. A. Basile - Department of Computer Science, University of Bari Nicola Di Mauro - Department of Computer Science, University of Bari Floriana Esposito - Department of Computer Science, University of Bari
|
| Logical Bayesian Networks and their Relation to Other Probabilistic Logical Models |
Daan Fierens - Dept of Computer Science, Katholieke Universiteit Leuven, Belgium Hendrik Blockeel - Dept of Computer Science, Katholieke Universiteit Leuven, Belgium Maurice Bruynooghe - Dept of Computer Science, Katholieke Universiteit Leuven, Belgium Jan Ramon - Dept of Computer Science, Katholieke Universiteit Leuven, Belgium
|
| Strategies to parallelize ILP systems |
Nuno Fonseca - LIACC Fernando Silva - LIACC-FCUP Rui Camacho - LIACC-FEUP
|
| Inducing Causal Laws by Regular Inference |
Katsumi Inoue - National Institute of Informatics Hideyuki Bando - Mitsubishi Electric Control Software Corporation Hidetomo Nabeshima - Yamanashi University
|
| Online Closure-Based Learning of Relational Theories |
Frédéric Koriche - LIRMM
|
| Learning Closed Sets of Labeled Graphs for Chemical Applications |
Sergei Kuznetsov - VINITI Mikhail Samokhin - VINITI
|
| ILP meets Knowledge Engineering: A Case Study |
Francesca A. Lisi - Dipartimento di Informatica, University of Bari, Italy Floriana Esposito - Dipartimento di Informatica, University of Bari, Italy
|
| Spatial Clustering of Structured Objects |
Donato Malerba - Dipartimento di Informatica - Università degli Studi Annalisa Appice - Dipartimento di Informatica - Università degli Studi Antonio Varlaro - Dipartimento di Informatica - Università degli Studi Antonietta Lanza - Dipartimento di Informatica - Università degli Studi
|
| Predicate Selection for Structural Decision Trees |
Kee Siong Ng - Computer Sciences Laboratory, The Australian National University John Lloyd - Computer Sciences Laboratory, The Australian National University
|
| Generalization Behaviour of Alkemic Decision Trees |
Kee Siong Ng - Computer Sciences Laboratory, The Australian National University
|
| Induction of the Indirect Effects of Actions by Monotonic Methods |
Ramon P. Otero - University of Corunna
|
| Probabilistic First-Order Theory Revision from Examples |
Aline Paes - COPPE-PESC/UFRJ Kate Revoredo - COPPE-PESC/UFRJ Gerson Zaverucha - COPPE-PESC/UFRJ Vitor Costa - COPPE-PESC/UFRJ
|
| Equivalence of Inductive Logic Programs |
Chiaki Sakama - Wakayama University Katsumi Inoue - National Institute of Informatics
|
| Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops |
Yi-Dong Shen - Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences Qiang Yang - Department of Computing Science, Hong Kong University of Science and Technology
|
| A study of applying dimensionality reduction to restrict the size of a hypothesis space |
Ashwin Srinivasan - IBM India Research Laboratory Ravi Kothari - IBM India Research Laboratory
|
| Polynomial Time Inductive Inference of TTSP Graph Languages from Positive Data |
Ryoji Takami - Department of Computer and Media Technologies, Hiroshima City University Yusuke Suzuki - Faculty of Information Sciences, Hiroshima City University Tomoyuki Uchida - Faculty of Information Sciences, Hiroshima City University Takayoshi Shoudai - Department of Informatics, Kyusyu University Yasuaki Nakamura - Faculty of Information Sciences, Hiroshima City University
|
| Classifying Relational Data with Neural Networks |
Werner Uwents - KULeuven Hendrik Blockeel - KULeuven
|
| Efficient Sampling in Relational Feature Spaces |
Filip Zelezny - Czech Technical University, Prague
|