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You are here: Home Program DMIN'12: Tuesday, July 17, 2012 Schedule
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DMIN'12: Tuesday, July 17, 2012 Schedule

Last modified 2012-07-08 17:45

To select a different schedule CLICK HERE


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


SESSION 2-DMIN:   SEGMENTATION, CLUSTERING, ASSOCIATION
                  Co-Chairs: Drs. Robert Stahlbock and Gary M. Weiss
                  July 17, 2012 (Tuesday); 10:40am - 12:20pm
                  (LOCATION: Ballroom 1)

10:40 - 11:00am:  FREE SLOT

11:00 - 11:20am:  A Comparative Study of Predicting User Preference using Evolutionary
                  Clustering Algorithm
                  Chhavi Rana and Sanjay Jain
                  UIET MDU

11:20 - 11:40am:  Cartogram Data Projection for Self-Organizing Maps
                  David Brown and Lutz Hamel
                  The University of Rhode Island, USA

11:40 - 12:00pm:  Intrusion Detection System with Data Stream Clustering Approach
                  Madjid Khalilian, Norwati Mustapha, Md Nasir B Sulaiman, Ali B Mamat
                  Islamic Azad University, Karaj branch, Iran;
                  University Putra Malaysia (UPM), Malaysia

12:00 - 12:20pm:  Consensus Clustering From Experts' Partitions for Patients' nevi:
                  Model the Ugly Duckling
                  Yanal Wazaefi, Yvane Bruneu, Julien Lefevre, Gloria Menegaz,
                  Arnaud Le Troter, Sebastien Paris, Jean-Jacques Grob
                  Aix-Marseille University, France

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


SESSION 3-DMIN:   REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES I
                  Co-Chairs: Drs, Mahmoud Abou-Nasr, Robert Stahlbock, Gary M. Weiss
                  July 17, 2012 (Tuesday); 01:20pm - 03:00pm
                  (LOCATION: Ballroom 1)

01:20 - 01:40pm:  Integrating Decision Tree and K-Means Clustering with Different Initial
                  Centroid Selection Methods
                  Mai Shouman, Tim Turner, Rob Stocker
                  ADFA, Australia

01:40 - 02:00pm:  Finding Interesting Classification Rules: An Application from Education
                  Anthony Scime and Summer Reiner
                  College at Brockport, USA

02:00 - 02:20pm:  Model for Aggregated Water Heater Load Using Dynamic Bayesian Networks
                  Maria Vlachopoulou
                  Pacific Northwest National Laboratory, USA

02:20 - 02:40pm:  Using Random Probes for Neural Networks Based Features Selection
                  Hazem Migdady and Norman Carver
                  University of Southern Illinois, Illinois, USA

02:40 - 03:00pm:  FREE SLOT

03:00 - 03:20pm:  BREAK


SESSION 4-DMIN:   REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES II
                  Co-Chairs: Drs. Mahmoud Abou-Nasr, Robert Stahlbock, Gary M. Weiss
                  July 17, 2012 (Tuesday); 03:20pm - 04:40pm
                  (LOCATION: Ballroom 1)

03:20 - 03:40pm:  Forecasting Stock Price Movement with Semi-Supervised Learning
                  Kanghee Park and Hyunjung Shin
                  Ajou University, Korea

03:40 - 04:00pm:  Fraudulent Bill-Claim Detection in Health Insurance
                  Junwoo Lee, Kim Juhyeon, Hyunjung Shin
                  Ajou University, Korea

04:00 - 04:20pm:  How a Financial Crisis Affects Data Mining Results: A Case Study
                  Mary Malliaris
                  Loyola University, Chicago, Illinois, USA

04:20 - 04:40pm:  Results of Mining Data Features During Computational Fluid Dynamics
                  Simulations
                  Michael Gosnell, Robert Woodley, Steven  Gorrell
                  21CSi


04:40 - 05:40pm:  INVITED TALK
                  Getting the Most Bang for Your Buck: The Efficient Use of Human Labor for
                  Data Annotation
                  Prof. Haym Hirsh
                  Rutgers University, New Jersey, USA
                  Former Director (2006-2010) of Division of Information and Intelligent
                  Systems, National Science Foundation, USA

05:40 - 06:00pm:  Q&A and discussions


06:00 - 09:00pm:  TUTORIALS + INVITED PRESENTATIONS
                  (Please see the lists at the begining of this booklet)

To select a different schedule CLICK HERE
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2012 Co-Sponsors
Bioinformatics & Computational Biology Program
George Mason University, USA

Biomedical Cybernetics Laboratory
HST of Harvard University & MIT, USA

Minnesota Supercomputing Institute
University of Minnesota, USA

Center for Cyber Defense, NCAT

Argonne's Leadership Computing Facility of Argonne National Laboratory
Illinois, USA

The Center for Advanced Studies in Identity Sciences
(CASIS: NC A&T;, Carnegie Mellon, Clemson, UNC Wilmington

Knowledge Management & Intelligent System Center (KMIS)
University of Siegen, Germany

Intelligent Cyberspace Engineering Lab., ICEL
Texas A&M; University, Texas, USA
UMIT, Institute of Bioinformatics and Translational Research
Austria

Hawkeye Radiology Informatics
Department of Radiology, College of Medicine, University of Iowa, USA

The International Council on Medical and Care Compunetics
US Chapter of World Academy of Science

Supercomputer Software Department (SSD)
Institute of Computational Mathematics & Mathematical Geophysics, Russian Academy of Sciences


International Society of Intelligent Biological Medicine

Medical Image HPC & Informatics Lab (MiHi Lab)
University of Iowa, USA

High Performance Computing for Nanotechnology (HPCNano)

Manx Telecom

Computer Science Research, Education, and Applications Press;

World Academy of Biomedical Sciences and Technologies




Super Micro Computer, Inc.,
San Jose, California, USA


Intel Corporation


Altera Corporation


Hodges Health

Leading Knowledge


Science Publication

 


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