Publications

Some selected recent publications are listed below, please use the link "Show all" for a complete list.

• Mario Boley, Henrik Grosskreutz. Non-redundant Subgroup Discovery Using a Closure System. Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, Proceedings, Part I, page 179-194. 2009. Springer. [ pdf | slides | video | BibTeX ]
• Henrik Grosskreutz, Stefan Rüping. On Subgroup Discovery in Numerical Domains. Data Mining Knowledge Discovery, 2009. [ pdf | BibTeX ]
• Mario Boley, Henrik Grosskreutz. A Randomized Approach for Approximating the Number of Frequent Sets. Proceedings of the IEEE International Conference on Data Mining, 2008. [ implementation | BibTeX ]
• Henrik Grosskreutz, Stefan Rüping, Stefan Wrobel. Tight Optimistic Estimates for Fast Subgroup Discovery. ECML/PKDD (1), page 440-456. 2008. [ pdf | BibTeX ]