DMIN'07: June 26, 2007 Schedule

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

SESSION 2-DMIN:   ASSOCIATION RULE MINING
                  Chair: Dr. Philippe Lenca, GET/ENST Bretagne, Brest, France
                  June 26, 2007 (Tuesday); 08:00am - 10:20am
                  (LOCATION: Ballroom 1)

08:00 - 08:20am:  Towards Average Case Analysis of Itemset Mining
                  David Haglin, Dan Singer, Anna Manning
                  Minnesota State University, USA

08:20 - 08:40am:  Updating Technique for Association Rules in Incremental Databases
                  Sonal Dekhane
                  Tulane University, USA

08:40 - 09:00am:  On Minimal Infrequent Itemset Mining
                  David Haglin, Anna Manning
                  Minnesota State University, USA

09:00 - 09:20am:  PStree: An Efficient Algorithm for Mining Closed Frequent Patterns
                  Chuanyao Yang
                  Fudan University, P. R. China

09:20 - 09:40am:  A Study of the Robustness of Association Rules
                  Jerome Aze, Philippe Lenca, Stephane Lallich, and Benoit Vaillant
                  GET/ENST Bretagne, France

09:40 - 10:00am:  An Improved Aprioritid Algorithm and Implementation for Mining
                  Frequent Itemsets
                  Archana R, Archana R, Mohamed Imran Dawood
                  S. John Thomas, D. Mohamed Imran, India

10:00 - 10:20am:  FREE SLOT

10:20 - 10:40am:  BREAK


SESSION 3-DMIN:   DATA MINING TASKS AND APPLICATIONS
                  Chair: Dr. Gary Weiss, Fordham University, New York, USA
                  Co-Chairs: Dr. Theophano Mitsa* and Dr. Yiming Yao**
                  *University of Massachusetts, Dartmouth, MA, USA
                  **Lawrence Livermore National Laboratory, Livermore, California, USA
                  June 26, 2007 (Tuesday); 10:40am - 12:20pm
                  (LOCATION: Ballroom 1)

10:40 - 11:00am:  Graph Clustering Evaluation via Integer Linear Programming
                  Yiming Yao, Tracy Hickling, William Hanley, Jason Lenderman
                  Lawrence Livermore National Laboratory, USA

11:00 - 11:20am:  Mining for Structural Anomalies in Graph-Based Data
                  William Eberle, Lawrence Holder
                  University of Texas at Arlington, USA

11:20 - 11:40am:  Image Mining: a Review
                  Maria Fabiana Piccoli, Roberto Guerrero, Jacqueline Fernandez,
                  and Natalia Miranda
                  Universidad Nacional de San Luis, Argentina

11:40 - 12:00pm:  Neural Network Based Missing Data Recovery For Crash Database
                  Ahmet Tan, Osman Kandara, and Omer M. Soysal
                  Louisiana State University, Baton Rouge, Louisiana, USA;
                  Southern University and A&M College, Baton Rouge, Louisiana, USA

12:00 - 12:20pm:  Dimensionality Reduction and Variable Selection
                  Michael Seskin, Anthony Grichnik
                  Solar Turbines, Caterpillar, USA

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


SESSION 4-DMIN:   TECHNIQUES FOR PRIVACY PRESERVING DATA MINING
                  Chair: Prof. David J. Haglin, Minnesota State University, Mankato, USA
                  Co-Chair: Dr. Durga Toshniwal, Indian Institute of Technology Roorkee, India
                  June 26, 2007 (Tuesday); 01:20pm - 02:40pm
                  (LOCATION: Ballroom 1)

01:20 - 01:40pm:  Privacy Preserving in Clustering by Categorizing Attributes
                  Using Privacy and Non Privacy Disclosure
                  Kvsvn Raju, Sridevi K, Vallikumari V, SrnivasaRao S.
                  Andhra University, India

01:40 - 02:00pm:  Privacy Preserving CACTUS Algorithm for Clustering over
                  Vertically Partitioned Databases
                  Krishna Podugu, Pandu C.
                  IIT Madras, India

02:00 - 02:20pm:  Synthetic Data for Privacy Preserving Data Mining
                  Vishal Pannala, Sibesh Bhattacharya, Ashutosh Saxena
                  Infosys Technologies Limited, India

02:20 - 02:40pm:  A Clustering Approach for Achieving Data Privacy
                  Alina Campan, Traian Marius Truta, John Miller, Raluca Sinca
                  Babes Bolyai University, Romania


02:40 - 03:20pm:  During this period, DMIN attendees are encouraged to participate
                  in sessions belonging to ICAI'07, GEM'07, MLMTA'07, SAM'07,
                  EEE'07, and IKE'07.  These sessions discuss topics that overlap
                  the scope of DMIN.


SESSION 5-DMIN:   CLUSTERING AND SEGMENTATION
                  Chair: Dr. Robert Stahlbock, University of Hamburg, Hamburg, Germany
                  Co-Chair: Dr. Junfeng Qu, Clayton State University, Georgia, USA
                  June 26, 2007 (Tuesday); 03:20pm - 04:20pm
                  (LOCATION: Ballroom 1)

03:20 - 03:40pm:  On Clustering Users' Behaviors in Video Sessions
                  Dan Simovici, Sylvain Mongy, Chabane Djeraba
                  University of Massachusetts Boston, USA

03:40 - 04:00pm:  A Novel Cluster Center Estimation Algorithm with Hybrid
                  Partitional Clustering
                  Li-Tung Weng, Yue Xu, Yuefeng Li, Richi Nayak 
                  Queensland University of Technology, Australia

04:00 - 04:20pm:  Variance-Based Clustering Technique for Distributed Data
                  Mining Applications
                  Lamine Aouad, Nhien-An Le-Khac, Tahar Kechadi
                  University College Dublin, Ireland


04:20 - 06:00pm:  During this period, DMIN attendees are encouraged to participate
                  in sessions belonging to ICAI'07, GEM'07, MLMTA'07, SAM'07,
                  EEE'07, and IKE'07.  These sessions discuss topics that overlap
                  the scope of DMIN.

06:00 - 09:00pm:  FIVE TUTORIALS  (planned)

                  Real-Time Image and Video Processing: From Research to Reality
                  Prof. Nasser Kehtarnavaz
                  University of Texas at Dallas, Texas, USA
                  Location: Ballroom 1

                  Moving On, Moving Online That Is: An Introduction to Teaching Online
                  Dr. Michael L. Nelson
                  School of Technology Graduate Program Director, International College,
                  Ft. Myers, Florida, USA
                  Location: Ballroom 2

                  Computational Challenges in RNAi Gene Silencing
                  Amanda Birmingham
                  Dharmacon, Thermo Fisher Scientific, Bioinformatics Manager, USA
                  Location: Ballroom 3

                  Introduction to Game Programming
                  Lakshmi Prayaga
                  University of West Florida, Pensacola, Florida, USA
                  Location: Ballroom 4

                  The Integrated Microbial Genomes system (IMG)
                  Dr. Konstantinos Mavrommatis
                  Genome Biology Program, DOE Joint Genome Institute, California, USA
                  Location: Ballroom 5

To select a different day CLICK HERE