Irene Weber

Adresse/Address

Forschungsschwerpunkte/Research Interests

• Inductive Logic Programming
• Knowledge Discovery in Databases
• Machine Learning

Links

Machine Learning & ILP

• MLNet Machine Learning Archive at GMD
• ILPNet2

KDD

• KD Mine: Data Mining and Knowledge Discovery Resources Index
• The Data Mine - Data Mining and KDD information

Veröffentlichungen/Publications

Ljupco Todorovski and Irene Weber and Nada Lavrac and Olga Stepankova and Saso Dzeroski and Dimitar Kazakov and Darko Zupanic and Peter Flach
Internet Resources on ILP for KDD
In Saso Dzeroski und Nada Lavrac, editors,
Relational Data Mining, Springer, September 2001

Irene Weber
Levelwise search and Pruning Strategies for First-Order Hypothesis Spaces
Journal of Intelligent Information Systems, 14, S. 217-239, Kluwer Academic Publishers, 2000

Irene Weber
Discovery of Interesting Rules and Subgroups in a Financial Database
PKDD'99 Discovery Challenge, 1999

Irene Weber
A declarative language bias for levelwise search of first-order regularities
In Zbigniew Ras und Andrzei Skowron, editors,
Foundations of Intelligent Systems (Proc. ISMIS 99) Lecture Notes in AI, vol. 1609. Springer, 1999

Irene Weber
On pruning strategies for discovery of generalized and quantitative association rules
In Liu Bing, Wynne Hsu and Wang Ke (eds.),
Proc. of Knowledge Discovery and Data Mining Workshop, (Pricai'98), Singapore, 1998.
ps (8 pp.)

Irene Weber
A declarative language bias for levelwise search of first-order regularities
In Fritz Wysotzki, Peter Geibel, and Christina Schädler, editors,
Proc. Fachgruppentreffen Maschinelles Lernen (FGML-98). Technischer Bericht 98/11 des Fachbereiches Informatik, TU Berlin, 1998.
ps (8 pp.)

I. Weber
Discovery of first-order regularities in a relational database using offline candidate determination
Proceedings of the Seventh International Workshop on Inductive Logic Programming (ILP'97), 1997
Abstract, ps (8 pp.)

N. Lavrac, I. Weber, D. Zupanic, D. Kazakov, O. Stepankova, Dzeroski, S.
ILPNET repositories on WWW: Inductive Logic Programming systems, data sets and bibliography
AI Communications 9(4), 1996, IOS Press

Irene Weber, Birgit Tausend, Irene Stahl
Language Series Revisited: The Complexity of Hypothesis Spaces in ILP (Extended abstract)
Machine Learning: ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece. Springer, 1995.
Abstract, Extended abstract (ps, 84 KB, 4 pp.), Full version (ps, gzip, 51 KB, 14 pp.)

Irene Weber, Birgit Tausend
A Three-Tiered Confidence Model for Revising Logical Theories
Proceedings of the 4th International Workshop on ILP, 1994
Abstract, ps (gzip, 47 KB, 12 pp.)

Irene Stahl, Irene Weber
The Arguments of Newly Invented Predicates in ILP
Proceedings of the 4th International Workshop on ILP, 1994
Abstract, ps (gzip, 53 KB, 13 pp.)