ILPnet2 library: L. Dehaspe

ILP publications by L. Dehaspe

This is a list of all publications in the ILPnet2 on-line library which are (co-)authored by L. Dehaspe. The title of the article is a link to the full reference, including -- if provided by the author -- abstract and URL. It also allows easy access to related publications.

2002

Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, and Henk Vandecasteele. Improving the efficiency of Inductive Logic Programming through the use of query packs. Journal of Artificial Intelligence Research, 16(0):135--166, January 2002. More behind this link.

2001

Luc Dehaspe and Hannu Toivonen. Discovery of Relational Association Rules. In Saso Dzeroski and Nada Lavrac, editors, Relational Data Mining, pages 189--212. Springer-Verlag, September 2001. More behind this link.
Luc De Raedt, Hendrik Blockeel, Luc Dehaspe, and Wim Van Laer. Three Companions for Data Mining in First Order Logic. In Saso Dzeroski and Nada Lavrac, editors, Relational Data Mining, pages 105--139. Springer-Verlag, September 2001. More behind this link.
Ross D. King, Andreas Karwath, Amanda Clare, and Luc Dehaspe. The utility of different representations of protein sequence for predicting functional class. Bioinformatics, 17(5):445--454, May 2001.

2000

R. D. King, A. Karwath, A. J. Clare, and L. Dehaspe. Genome scale prediction of protein functional class from sequence using data mining. In R. Ramakrishnan, S. Stolfo, R. Bayardo, and I. Parsa, editors, The Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 384--389, New York, USA, August 2000. The Association for Computing Machinery More behind this link.
Hendrik Blockeel, Luc Dehaspe, Bart Demoen, Gerda Janssens, Jan Ramon, and Henk Vandecasteele. Executing Query Packs in ILP. In J. Cussens and A. Frisch, editors, Proceedings of the 10th International Conference on Inductive Logic Programming, volume 1866 of Lecture Notes in Artificial Intelligence, pages 60--77. Springer-Verlag, 2000.
Jan Ramon and Luc Dehaspe. Using Belief Networks to Neutralize Known Dependencies in Conceptual Clustering. In J. Cussens and A. Frisch, editors, Proceedings of the Work-in-Progress Track at the 10th International Conference on Inductive Logic Programming, pages 226--243, 2000. More behind this link.

1999

Luc Dehaspe and Maarten Forrier. Transformation-Based Learning meets Frequent Pattern Discovery. In James Cussens, editor, Proceedings of the 1st Workshop on Learning Language in Logic, pages 40--51, Bled, Slovenia, June 1999. More behind this link.

1998

L. Dehaspe, H. Toivonen, and R. D. King. Finding frequent substructures in chemical compounds. In R. Agrawal, P. Stolorz, and G. Piatetsky-Shapiro, editors, 4th International Conference on Knowledge Discovery and Data Mining, pages 30--36. AAAI Press., August 1998. More behind this link.

1997

L. Dehaspe. Maximum Entropy Modeling with Clausal Constraints. In S. Dzeroski and N. Lavrac, editors, Proceedings of the 7th International Workshop on Inductive Logic Programming, volume 1297 of Lecture Notes in Artificial Intelligence, pages 109--124. Springer-Verlag, 1997.
L. Dehaspe and L. De Raedt. Mining Association Rules in Multiple Relations. In S. Dzeroski and N. Lavrac, editors, Proceedings of the 7th International Workshop on Inductive Logic Programming, volume 1297 of Lecture Notes in Artificial Intelligence, pages 125--132. Springer-Verlag, 1997.

1996

L. Dehaspe and L. De Raedt. DLAB: A Declarative Language Bias Formalism. In Proceedings of the 10th International Symposium on Methodologies for Intelligent Systems, volume 1079 of Lecture Notes in Artificial Intelligence, pages 613--622. Springer-Verlag, 1996.
L. De Raedt and L. Dehaspe. Clausal discovery. Machine Learning, 1996. (To appear)

1995

L. Dehaspe, H. Blockeel, and L. De Raedt. Induction, Logic and Natural Language Processing. In Proceedings of the joint ELSNET/COMPULOG-NET/EAGLES Workshop on Computational Logic for Natural Language Processing, 1995.
L. Dehaspe and L. De Raedt. Parallel Inductive Logic Programming. In Proceedings of the MLnet Familiarization Workshop on Statistics, Machine Learning and Knowledge Discovery in Databases, 1995.
S. Dzeroski, L. Dehaspe, B. Ruck, and W. Walley. Classification of river water quality data using machine learning. In Proceedings of the 5th International Conference on the Development and Application of Computer Techniques to Environmental Studies, 1995.

1994

L. Dehaspe, W. Van Laer, and L. De Raedt. Applications of a logical discovery engine. In S. Wrobel, editor, Proceedings of the 4th International Workshop on Inductive Logic Programming, volume 237 of GMD-Studien, pages 291--304. Gesellschaft für Mathematik und Datenverarbeitung MBH, 1994.
L. Dehaspe, L. De Raedt, and W. Van Laer. CLAUDIEN: User's manual. Technical Report, Department of Computer Science, Katholieke Universiteit Leuven, 1994.
W. Van Laer, L. Dehaspe, and L. De Raedt. Applications of a logical discovery engine. In Proceedings of the AAAI Workshop on Knowledge Discovery in Databases, pages 263--274, 1994.