ECML PKDD 2006 Workshop on Parallel Data Mining

Workshop Program - Monday, 18 Sept. 2006


9:30-10:30 Invited Talk, Alok Choudhary: "Are Data Mining Applications Different
from Traditional Applications?
An Architecture Perspective"
10:30-11:00 Coffee Break
11:00-12:00 Invited Talk, Assaf Schuster: "Monitoring Distributed Data Streams"
12:00-14:00 Lunch Break
14:00-15:30 Technical Session 1
15:30-16:00 Coffee Break
16:00-17:15 Technical Session 2
17:20-17:30 ECML/PKDD Opening
17:30-18:30 ECML/PKDD Keynote
18:30-21:00 ECML/PKDD Welcome Reception

Technical session 1

Exploiting Thread-Level Parallelism to Build Decision Trees
Karsten Steinhaeuser, Nitesh V. Chawla

A Hierarchical Distributed Approach for Mining Molecular Fragments
Christoph Sieb, Giuseppe Di Fatta, Michael R. Berthold

Customizing the APPSPACK Software for Parallel Parameter Tuning of a Hybrid Parallel Support Vector Machine
Tatjana Eitrich, Bruno Lang, Achim Streit

Technical session 2

Parallel Training of CRFs: A Practical Approach to Build Large-Scale Prediction Models for Structured Data
H.X. Phan, M.L. Nguyen, S. Horiguchi, Y. Inoguchi, B.T. Ho

A Parallel Feature Selection Algorithm from Random Subsets
Daniel J. Garcia, Lawrence O. Hall, Dmitry B. Goldgof, Kurt Kramer

Scalable, Adaptive Distributed Association Rule Mining Algorithms for Skewed Datasets
Marwa K. Elteir, Khalil M. Ahmed, Vijay V. Raghavan, Alaaeldein M. Hafez

Photo by Land Berlin/Thie