DMIN'06: June 27, 2006 Schedule

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6:30am - 5:00pm:  Registration (Second Floor, Conference Lobby: 1-5)


SESSION 2-DMIN:   WORKSHOP ON APPLICATION OF DATA MINING TO SECURITY CONTROL - A
                  Chair: Prof. Bon Sy, USA
                  June 27, 2006 (Tuesday);  8:10am - 10:20am
                  (LOCATION: Meeting Room 1)

08:10 - 08:20am:  Opening Remarks
                  Prof. Bon Sy, USA

08:20 - 08:50am:  Clustering and Profiling Hosts on Internet Backbone
                  Ezra Kissel, Jelena Mirkovic, and Songjie Wei
                  University of Delaware, USA

08:50 - 09:20am:  An Efficient SOM-Based Pre-Processing to Improve the
                  Discovery of Frequent Patterns in Alarm Logs
                  Fabrice Clerot and Francoise Fessant
                  France

09:20 - 09:50am:  Extracting Forensic Explanation from Instrusion Alerts
                  Negmat Mullodzhanov and Bon Sy
                  Queens College, City University of New York, New York, USA

09:50 - 10:20am:  Privacy Preserving in Clustering Using Fuzzy Sets
                  P. Kusuma Kumari, Kvsvn Raju, and S. Srinivasa Rao
                  India

10:20 - 10:40am:  BREAK


SESSION 3-DMIN:   WORKSHOP ON APPLICATION OF DATA MINING TO SECURITY CONTROL - B
                  Chair: Prof. Bon Sy, USA
                  June 27, 2006 (Tuesday);  10:40 - 11:50am
                  (LOCATION: Meeting Room 1)

10:40 - 11:00am:  Structural Analysis and Destabilizing Terrorist Networks
                  Nasrullah Memon and Henrik Legind Larsen
                  Aalborg University Esbjerg, Demark

11:00 - 11:20am:  Digital Video WaterMarking System Using Audio Information of Image
                  Discrete Frequency on Improved Security Through Pre-Preocessing
                  Moon-Seog Jun, Jung-Jae Kim, Hae-Seok Oh, and Kyung-Sang Sung*
                  Soongsil University, Seoul, Korea

11:20 - 11:40am:  Novel Evaluation Framework of Intrusion Detection Systems
                  with Respect to Security Policies
                  Negmat Mullodzhanov
                  Queens College, City University of New York, New York, USA

11:40 - 11:50am:  Closing Remarks
                  Prof. Bon Sy, USA

11:50a - 12:20p:  FREE SLOT

12:20 - 01:20pm:  LUNCH (On Your Own)


SESSION 4-DMIN:   DATA MINING FOR COMPUTATIONAL INTELLIGENCE
                  Chair: Robert Stahlbock and Stefan Lessmann
                  June 27, 2006 (Tuesday);  1:20 - 2:40pm
                  (LOCATION: Meeting Room 1)

01:20 - 01:40pm:  Discovering Accurate and Interesting Classification Rules
                  Using Genetic Algorithm
                  Alhajj, Reda
                  University of Calgary, Canada

01:40 - 02:00pm:  Sequential and Parallel Rule Extraction from a Concept Lattice
                  Tonsmann, Guillermo
                  Loyola University New Orleans, USA

02:00 - 02:20pm:  Comparison and Analysis of Mutation-Based Evolutionary
                  Algorithms for ANN Parameters Optimization
                  Davoian, Kristina; Reichel, Alexander; Lippe, Wolfram-M.
                  University of Muenster, Germany

02:20 - 02:40pm:  On Practical Implementation of the Stochastic Discrimination
                  Method for Data Mining
                  Skrypnyk, Iryna
                  University of Jyvaskyla, Finland

02:40 - 03:20pm:  BREAK


SESSION 5-DMIN:   DATA PRE-PROCESSING AND PREPARATIONS
                  Chair: Stefan Lessmann and Sven Crone
                  June 27, 2006 (Tuesday);  3:20 - 5:40pm
                  (LOCATION: Meeting Room 1)

03:20 - 03:40pm:  Enhancing Data Preparation Processes Using Triggers
                  for Active Datawarehousing
                  Ezekiel, Kanana; MArir, Farhi
                  London Metropolitan University, UK

03:40 - 04:00pm:  Importance of Data Mining in the Assessment of
                  Anoxic Problem from Estuarine Monitoring Data
                  Wang, Ping; Batiuk, Richard; Linker, Lewis; Ley, Mary Ellen
                  University of Maryland Center for Env. Sci., Maryland, USA

04:00 - 04:20pm:  Optimal Multi-Class Classification with Principal Components
                  Hoang, Albert
                  George Washington University, USA

04:20 - 04:40pm:  Differential Friendly Neighbors Algorithm for Differential
                  Relationships Based Gene Selection ...
                  Karuturi, R. Krishna Murthy; Wong, Silvia; Sung, Wing-Kin;
                  Miller, Lance
                  Genome Institute of Singapore, Singapore

04:40 - 05:00pm:  Performance Evaluation of Two Data Mining Techniques of
                  Network Alarms Analysis
                  Bellec, Jacques; Kechadi, Tahar
                  University College Dublin, Ireland

05:00 - 05:20pm:  An Extension of the K-Mean Algorithm for the Dimensionality
                  Curse of Multi-Attributes
                  Qaiyumi, Sayed; Mirkitani, Derrick Takishi
                  Goldsmiths; University of London, UK

05:20 - 05:40pm:  Applying Cross-Level Association Rule Mining to Cold-Start
                  Recommendations
                  Leung, Cane Wing-ki; Chan, Stephen Chi-fai; Chung, Fu-lai
                  The Hong Kong Polytechnic University, Hong Kong

05:40 - 06:00pm:  Quantification of a Privacy Preserving Data Mining Transformation
                  Ketel, Mohammed
                  University of Baltimore, USA


06:00 - 9:00pm:   TWO TUTORIALS (planned)

                  CONFERENCE TUTORIAL C
                  Heterogeneous Parallel and Distributed Computing: Model,
                  Resource Management, and Robustness
                  Prof. H. J. Siegel
                  Colorado State University, Fort Collins, Colorado, USA
                  June 27, 2006 (Tuesday)
                  (LOCATION: Meeting Room 1)

                  CONFERENCE TUTORIAL D
                  Security, Privacy, Computing, and Data Management
                  Kenneth W. Kousky* and Bon K. Sy**
                  *CEO, IP3, Inc., USA
                  **Queens College of the City of New York, New York, USA
                  June 27, 2006 (Tuesday)
                  (LOCATION: Meeting Room 3)

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