WORKSHOP MULTI-RELATIONAL DATA MINING
MRDM 2001
held in conjunction with PKDD'01 and ECML'01
September 6, 2001, Freiburg, Germany
Multi-Relational Data Mining (MRDM) is the multi-disciplinary field dealing
with knowledge discovery from relational databases consisting of multiple
tables. The field aims at integrating results from existing fields such
as ILP, KDD, ML and Relational Databases, as well as at producing new
techniques. A workshop on MRDM will be held on September 6, 2001 in Freiburg,
Germany. The workshop will be one of ten held in conjunction with the
12th European Conference on Machine Learning (ECML'01) and the 5th European
Conference on Principles and Practice of Knowledge Discovery in Databases
(PKDD'01).
Workshop Program
10:30 Opening and welcome
10:45 Invited talk: Advances in Relational Data Mining, Nada Lavrac
11:30 Multi-Relational Data Mining Using Probabilistic Models Research
Summary, L. Getoor
12:00 An ILP Method for Spatial Association Rule Mining, D. Malerba and
F. Lisi
12:30 Lunch
14:30 Using UML extensions for specifying domain knowledge for data mining,
R. Bathoorn, M. de Haas and Olaf Rem
15:00 Multi-Relational Data Mining, using UML for ILP, A. Knobbe, A.
Siebes, H. Blockeel, D. van der Wallen
15:30 A Linear Kernel On Strongly Typed Terms, T. Gärtner and P. Flach
16:00 Efficient Multi-Relational Data Mining (extended abstract), H.
Blockeel and J. Struyf
16:30 Discussion
17:00 Close
The proceedings of the workshop are now available for download. You
can download the complete proceedings file (3 Mb) in pdf format here.
For a web version of the proceedings click here.
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