MRDM 2002 - Workshop on Multi-Relational Data Mining

Schedule

09:00 - 10:10 Session 1

• Introduction

L. De Raedt and S. Dzeroski

• Concept Formation Using Graph Grammars

I. Jonyer, L. B. Holder, and D. J. Cook

• Mining Patterns from Structured Data by Beam-wise Graph-Based Induction

T. Matsuda, H. Motoda, T. Yoshida, and T. Washio
 

10:10 - 10:30 Coffee break

10:30 - 12:00 Session 2

• Experiments With MRDTL -- A Multi-Relational Decision Tree Learning Algorithm

H. Leiva and V. Honavar

• Hierarchical Multi-Classification

H. Blockeel, M. Bruynooghe, S. Dzeroski, J. Ramon, and J, Struyf

• Constraint Based Mining of First-Order Sequences in SeqLog

S. D. Lee and L. De Raedt
 

12:00 - 13:30 Lunch break

13:30 - 15:30 Session 3

• Statistical Models for Relational Data

L. Getoor, D. Koller, and B. Taskar

• Schemas and Models

D. Jensen and J. Neville

• Structural Logistic Regression: Combining Relational and Statistical Learning

A. Popescul, L.H. Ungar, S. Lawrence, and D.M. Pennock

• Discovering Knowledge from Relational Data Extracted from Business News

A. Bernstein, S. Clearwater, S. Hill, C. Perlich and F. Provost
 

15:30 - 15:40 Short break

15:40 - 16:30 Panel discussion

16:30 - 17:00 Coffee break

 


17:00 KDD-2002 Opening, Best papers, Cup award