DMIN'08: July 17, 2008 Schedule

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6:45am - 5:00pm:  Registration (Second Floor, Conference Lobby: 1-5)


SESSION 10-DMIN:  FEATURE SELECTION AND SAMPLING (Chair: TBA)
                  July 17, 2008 (Thursday); 08:00am - 10:20am
                  (LOCATION: Ballroom 1)

08:00 - 08:20am:  A New Method for Principal Component Analysis of
                  High-Dimensional Data Using Compressive Sensing
                  Sebastian Klenk and Gunther Heidemann
                  AIS - University of Stuttgart, Germany

08:20 - 08:40am:  Feature Selection as an Instrument to Improve the Usability
                  of Classification Results of High-Dimensional Data
                  Christian Sassenberg, Christian Weber, Madjid Fathi,
                  Alexander Holland, and Ralf Montino
                  ELMOS Central IT Services GmbH & Co KG, Dortmund, Germany;
                  University of Siegen, Siegen, Germany

08:40 - 09:00am:  The Influences of Number and Nature of Classifiers on
                  Consensus Feature Selection
                  Kyriacos Chrysostomou, Sherry Chen, and Xiaohui Liu
                  Brunel University, United Kingdom

09:00 - 09:20am:  A Comprehensive Study in Benchmarking Feature Selection and
                  Classiffication Approaches for Tradition
                  Shyamala Doraisamy, Shahram Golzari Hormozi, Md. Nasir B Sulaiman,
                  Nur Izura Udzir, and Noris Mohd. Norowi; Malaysia

09:20 - 09:40am:  Use of Neural Networks for Integrated Assessments of
                  Wetlands in the Gippsland Region of South-East
                  Anne Venables, Michelle Dickson, and Paul Boon
                  Victoria University, Australia

09:40 - 10:00am:  Rule Based Base Classifier Selection for Bagging Algorithm
                  Shawkat Ali, Pang Ben, and Tackle Kevin
                  Central Queensland University, Australia

10:00 - 10:20am:  Naive Credal Classifier 2: an Extension of Naive Bayes for
                  Delivering Robust Classifications
                  Corani Giorgio and Marco Zaffalon; IDSIA

10:20 - 10:40am:  BREAK


SESSION 11-DMIN:  CLASSIFICATION AND REGRESSION ANALYSIS II (Chair: TBA)
                  July 17, 2008 (Thursday); 10:40am - 11:40am
                  (LOCATION: Ballroom 1)

10:40 - 11:00am:  Large Data Sets Multi-Classification Using Classes Distribution
                  Jair Cervantes, Xiaoou Li, and Wen Yu
                  Department of Computing. CINVESTAV, Mexico

11:00 - 11:20am:  Discriminant Random Forests
                  Tracy Lemmond, Andrew Hatch, Barry Chen, David Knapp,
                  Lawrence Hiller, Marshall Mugge, and William Hanley
                  Lawrence Livermore National Laboratory, USA

11:20 - 11:40am:  A Neural Mining Approach for Predicting Customer Loyalty in
                  Large Retail Databases
                  Cristian Figueroa
                  University of Chile, Chile

11:40a - 01:00p:  LUNCH (On Your Own)

01:00 - 06:00pm:  During this period, DMIN'08 attendees are encouraged to participate
                  in sessions belonging to ICAI'08, GEM'08, MLMTA'08, ITSL'08,
                  IKE'08, or EEE'08.  These sessions discuss topics that overlap
                  the scope of DMIN'08.

To select a different schedule CLICK HERE