ECML PKDD 2006 Workshop on
Practical Data Mining: Applications, Experiences and Challenges

Workshop Program

The workshop takes place on Friday, September 22nd, 2006 in room 2091/92 and starts after the morning coffee break.

9:00ECML/PKDD Invited Talk by Charu Aggarwal (IBM)
On Temporal Evolution in Data Streams
10:10Coffee break

10:40 Workshop Opening
10:50 Invited talk by Stefan Wrobel (FhG IAIS)
Geo Intelligence — New Business Opportunities and Research Challenges in Spatial Mining and Business Intelligence
Session 1: Economy and Finance
11:40Bayesian Network Classifiers for Forecasting Country Risk
E. Colla, J. Ide and F. Cozman
11:55Experiences from Automatic Summarization of IMF Staff Reports
S. Liu and J. Lindroos
12:10 Online Ensembles for Financial Trading
J. Barbosa and L. Torgo
12:25Lunch break

Session 2: Customer Relationship Management and Marketing
13:30Network-based marketing: Identifying likely adopters via consumer networks.
S. Hill, F. Provost and C. Volinsky
13:45Customer churn prediction — a case study in retail banking
T. Mutanen, J. Ahola and S. Nousiainen
14:00Sequence Mining for Customer Behaviour Predictions in Telecommunications
F. Eichinger, D. Nauck and F. Klawonn
14:15Poster session taking place in the reception/registration area.
list of accepted posters
15:00Coffee break

Session 3: SAS session
15:30Invited Talk by Ulrich Reincke (SAS)
Directions of Analytics, Data and Text Mining — a Software Vendor's View
16:10 Combination of different text mining strategies to classify requests about involuntary childlessness to an internet medical expert forum
W. Himmel, U. Reincke and H. Michelmann
Session 4: Health care and public authorities
16:25 Mining Medical Administrative Data — The PKB System
A. Ceglar, R. Morrall and J. Roddick
16:40 Onto Clustering of Criminal Careers
J. de Bruin, T. Cocx, W. Kosters, J. Laros and J. Kok
16:55 Clustering of Psychological Personality Tests of Criminal Offenders
M. Breitenbach, T. Brennan, W. Dieterich and G. Grudic
Session 5: Data Mining industry
17:10Predictive Marketing
J. Werner (SPSS)
17:25Data Mining Applications for Quality Analysis in Manufacturing
R. Grund (IBM)
17:45Wrap-up discussion
18:00End of workshop

Proceedings

The electronic workshop proceedings are now available as PDF (size: 3 MB).
Photo by Land Berlin/Thie Contact: dmbiz@liacc.up.pt