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July 17, 2013
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July 22-25, 2013
The 2013 World Congress in Computer Science, Computer Engineering, and Applied Computing


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DMIN'13: Tuesday, July 23, 2013 Schedule

Last modified 2013-07-10 19:27

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SESSION 2-DMIN:   REGRESSION, CLASSIFICATION
                  Co-Chairs: Dr. Robert Stahlbock (University of Hamburg, Germany),
                             and Dr. Gary M. Weiss (Fordham University, New York, USA)
                  July 23, 2013 (Tuesday); 08:00am - 10:20am
                  (LOCATION: Cohiba 3)

08:00 - 08:20am:  FREE SLOT

08:20 - 08:40am:  FREE SLOT

08:40 - 09:00am:  A Multi-scale Nonparametric/Parametric Hybrid Recognition Strategy
                  Zhao Lu and Zheng Lu
                  Tuskegee University, USA

09:00 - 09:20am:  SVM-Based Approaches for Predictive Modeling of Survival Data
                  Han-Tai Shiao and Vladimir Cherkassky
                  University of Minnesota, USA

09:20 - 09:40am:  Gaussian Process Regression with Dynamic Active Set and Its
                  Application to Anomaly Detection
                  Toshikazu Wada, Yuki Matsumura, Shunji Maeda, Hisae Shibuya
                  Wakayama University, Japan

09:40 - 10:00am:  A Study of kNN Using ICU Multivariate Time Series Data
                  Dan Li, Admir Djulovic, Jianfeng Xu
                  Eastern Washington University, USA

10:00 - 10:20am:  Genetic Algorithms and Classification Trees in Feature Discovery:
                  Diabetes and the NHANES Database
                  Alejandro Heredia-Langner, Kristin H. Jarman, Brett G. Amidan,
                  and Joel G. Pounds
                  Pacific Northwest National Laboratory, USA

10:20 - 11:00am:  POSTER/DISCUSSION SESSION
                  July 23, 2013 (Tuesday)
                  (LOCATION: Cohiba 8-9)

SESSION 3-DMIN:   REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES II
                  Co-Chairs: Dr. Mahmoud Abou-Nasr (Ford Motor Company, USA),
                             Dr. Robert Stahlbock (University of Hamburg, Germany),
                             Dr. Gary M. Weiss (Fordham University, New York, USA)
                  July 23, 2013 (Tuesday); 11:00am - 12:40pm
                  (LOCATION: Cohiba 3)

11:00 - 11:20am:  Reliable Probabilistic Classification of Mammographic Masses
                  Using Random Forests
                  Hechmi Shili
                  MARS Research Group, University of Monastir, Tunisia

11:20 - 11:40am:  Alleviating the Class Imbalance Problem in Data Mining
                  Akkenzhe Sarmanova
                  Yildiz Technical University, Turkey

11:40 - 12:00pm:  Neural Network Forecasting with the S&P 500 Index Across Decades
                  Mary Malliaris and A. G. Malliaris
                  Loyola University Chicago, Illinois, USA

12:00 - 12:20pm:  Data Uncertainty Handling in High Level Information Fusion
                  Robert Woodley, Michael Gosnell, Amber Fischer
                  21st Century Systems, Inc., USA

12:20 - 12:40pm:  A Preliminary Approach to Study the Causality of Freezing of Gait
                  for Parkinson's: Bayesian Belief ...
                  Zaarour Iyad
                  Lebanese University, Lebanon

12:40 - 01:40pm:  LUNCH (On Your Own)

SESSION 4-DMIN:   REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES III
                  Co-Chairs: Dr. Mahmoud Abou-Nasr (Ford Motor Company, USA),
                             Dr. Robert Stahlbock (University of Hamburg, Germany),
                             Dr. Gary M. Weiss (Fordham University, New York, USA)
                  July 23, 2013 (Tuesday); 01:40pm - 03:20pm
                  (LOCATION: Cohiba 3)

01:40 - 02:00pm:  Evaluation of Monte Carlo Subspace Clustering with OpenSubspace
                  David Hunn and Clark Olson
                  University of Washington, Seattle, Washington, USA

02:00 - 02:20pm:  Actions Ontology System for Action Rules Discovery in Mammographic
                  Mass Data
                  Angelina Tzacheva, Erik Koenig, Justin Pardue
                  University of South Carolina Upstate, USA

02:20 - 02:40pm:  GDP Forecasting through Data Mining of Seaport Export-Import Records
                  Raymond Joseph
                  Indian Institute of Technology Madras, India

02:40 - 03:00pm:  Extending Local Similarity Indexes with KNN for Link Prediction
                  Greg Speegle, Yilan Bai, Young-Rae Cho
                  Baylor University, USA

03:00 - 03:20pm:  Toward Sustainable High-Yield Agriculture via Intelligent Control
                  Systems
                  Brian McLaughlan and James Brandli
                  University of Arkansas - Fort Smith, USA

03:20 - 03:40pm:  BREAK

SESSION 5-DMIN:   REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND PERSPECTIVES IV
                  Co-Chairs: Dr. Mahmoud Abou-Nasr (Ford Motor Company, USA),
                             Dr. Robert Stahlbock (University of Hamburg, Germany),
                             Dr. Gary M. Weiss (Fordham University, New York, USA)
                  July 23, 2013 (Tuesday); 03:40pm - 05:00pm
                  (LOCATION: Cohiba 3)

03:40 - 04:00pm:  A New Simple Classification Algorithm enabling a New Approach for
                  Identification of Virtual Bullyin
                  Keb Burn-Thornton and Tim Burman
                  Grey College, University of Durham, UK

04:00 - 04:20pm:  Flash Reactivity: Adaptative models in recommender systems
                  Julien Gaillard, Marc El-Beze, Eitan Altman, Emmanuel Ethis
                  University of Avignon, INRIA, France

04:20 - 04:40pm:  Analysis of Truck Compressor Failures Based on Logged Vehicle Data
                  Nowaczyk Slawomir, Rune Prytz, Thorsteinn Rognvaldsson,
                  and Stefan Byttner
                  Halmstad University, Sweden

04:40 - 05:00pm:  Proposed Business Intelligence Models for Medical Risk Assessment
                  Edward Wadid1, Nevine Makram Labib, Sayed Abdel Wahab
                  British Univ. in Egypt, Sadat Academy for Management Sci., Egypt





05:00 - 07:00pm:  TUTORIAL
                  Visualization & Data Mining for High Dimensional Datasets
                  Prof. Alfred Inselberg
                  School of Mathematical Sciences, Tel Aviv University, Israel; Senior
                  Fellow, San Diego Supercomputing Center; Inventor of the
                  multidimensional system of Parallel Coordinates and author of
                  textbook "Parallel Coordinates: VISUAL Multidimensional Geometry",
                  (praised by Stephen Hawking among others.)
                  (LOCATION: Cohiba 3)



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