Workshop on "Database Support for KDD" 2001
in conjunction with
5th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'01)
September 7, 2001, Freiburg, Germany
Topics
Efficient knowledge discovery in large databases (e.g., in data warehouses) requires substantial support from database systems. Moreover, a tight coupling of database and data mining systems - either by SQL-aware data mining techniques or by database engines providing data mining primitives - could improve the performance and interactivity of knowledge discovery significantly. To meet this challenge the workshop is designed to bring researchers working on the area of database systems and data mining together and foster collaborations among participants.
The main topics of the workshop include, but are not limited to:
- database primitives supporting data mining
- SQL-aware data mining systems
- representation of mining models in databases
- query-optimization techniques addressing data mining problems
- query and mining languages
- database interfaces for efficient mining and visualization
- integration of database and data mining systems
Program
| 9.00-9.15 | Opening |
| 9.15-10.15 | Invited Talk: Data Mining: Concepts and Database Integration Andreas Arning (IBM Germany) |
| 10.15-10.45 | Coffee Break |
| 10.45-11.15 | Constraint-Based Discovery of a Condensed Representation
for Frequent Patterns Jean-Francois Boulicaut, Baptiste Jeudy |
| 11.15-11.45 | DMtools - Open Source Software for Database Mining Peter Christem, Ole M. Nielsen, Markus Hegland |
| 11.45-12.15 | Mining Mart: Metadata-Driven Preprocessing Regina Zücker, Jörg-Uwe Kietz, Anca Vaduva |
| 12.15-13.45 | Lunch Break |
| 13.45-14.45 | Invited Talk: The Inductive Database framework: a long-term perspective on query languages for data mining Jean-Francois Boulicaut |
| 14.45-15.15 | Observer Relative Data Extraction Linas Bukauskas, Michael Böhlen |
| 15.15-15.45 | Towards Fuzzy-OLAP Mining A. Laurent, B. Bouchon-Meunier, A. Doucet |
| 15.45-16.00 | Closing Discussion |
Organization and Program commitee
Gunter Saake, University of MagdeburgDaniel Keim, University of Konstanz
Kai-Uwe Sattler, University of Magdeburg
Alexander Hinneburg, University of Halle
Martin Ester, University of Munich
Bernhard Seeger, University of Marburg
Jef Wijsen, University of Mons-Hainaut
Wang Ke, Simon Fraser University
Hasan Jamil, Mississippi State University
Kai-Uwe Sattler (Last modified: 08/14/2001)