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DMIN'15 Conference Programme/Schedule
DMIN'15 CONFERENCE SCHEDULE
The 2015 International Conference on Data Mining
There are a number of other sessions (not listed as part of DMIN'15 in
this schedule) that are of potential interest to DMIN'15 participants
(sessions belonging to other joint conferences.) Therefore, you are
encouraged to also check the schedules of other joint conferences. In
particular, some sessions in IPCV'15, ICAI'15, FECS'15, BIOCOMP'15,
ABDA'15, and IKE'15 conferences discuss topics that are within the
scope of DMIN'15; these have been scheduled so that selected DMIN'15
groups/attendees can also participate in them.
Note that each conference is divided into a number of topical sessions.
These sessions are not necessarily scheduled in the same room/location.
Therefore, conference attendees are to check the location of the
session(s) they wish to attend; The conference room numbers (Locations)
appear in this document.
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July 26 July 26 July 26 July 26 July 26 July 26 July 26 July 26 July 26
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03:00p - 08:30p: REGISTRATION (Second Floor, Conference Lobby: 1-5)
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July 27 July 27 July 27 July 27 July 27 July 27 July 27 July 27 July 27
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06:45a - 05:00p: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:30 - 08:45am: CONGRESS OPENING REMARKS - July 27, Monday:
Prof. Hamid R. Arabnia (Chair, Steering Committee & Coordinator)
University of Georgia, Georgia, USA;
Editor-in-Chief, The Journal of Supercomputing (Springer)
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
08:45 - 09:35am: KEYNOTE LECTURE 1 - July 27, Monday:
COMPUTING THE CONTEXT AT THE END OF THE NON-SEMANTIC ERA
Prof. Victor Raskin
Distinguished Professor of English and Linguistics and Professor
of Computer Science and of Computer and Information Technology
(Courtesy); Co-Founder, Associate Director, and Charter Fellow
of Center for Education and Research in Information Assurance
and Security (CERIAS);
Purdue University, Indiana, USA
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
09:40 - 10:20am: KEYNOTE LECTURE 2 - July 27, Monday:
LESSONS FROM COMMERCIALIZING IDEAS FROM COLLEGES AROUND THE
WORLD: WHAT COLLEGE STUDENTS, FACULTY AND RESEARCHERS MUST
DO TO BE SUCCESSFUL
Dr. Sandeep Chatterjee
EVx Global (www.evxglobal.com); Named Young Global Leader by the
World Economic Forum for his professional accomplishments,
commitment to society and potential to contribute to shaping the
future of the world.
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
10:25 - 10:35am: A MESSAGE FROM REPRESENTATIVES OF MAJOR PUBLISHERS OF SCIENCE
AND RESEARCH BOOKS, JOURNALS, AND MONOGRAPHS
Ms. Mary E. James
Senior Editor Applied Sciences, Publisher: Springer
&
Mr. Todd Green
Publisher of Computer Science and Digital Security, Elsevier
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
10:40 - 11:20am: KEYNOTE LECTURE 3 - July 27, Monday:
ARTIFICIAL NEUROGENESIS
Dr. James A. Crowder
Chief Engineer, Raytheon Intelligence, Information, and Services;
Aurora, Colorado, USA; Chief Mentor/Scientist of the Automation,
Robotics and Artificial Intelligence Research Lab - Alexandria
School of Innovation, Douglas County, Colorado, USA
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
11:20a - 12:00p: KEYNOTE LECTURE 4 - July 27, Monday:
The Infinity Computer and Numerical Computations with Infinities
and Infinitesimals
Prof. Yaroslav D. Sergeyev, Ph.D., D.Sc., D.H.C.
Inventor of the Infinity Computer; Distinguished Professor, Head
of Numerical Calculus Laboratory, University of Calabria, Rende,
Italy; and Professor (part-time), Lobachevsky State University,
Nizhni Novgorod, Russia
(LOCATION: Monte Carlo, Blue Man Group, main THEATER)
12:00 - 01:20pm: LUNCH (On Your Own)
01:20 - 01:40pm: DMIN OPENING REMARKS
Dr. Robert Stahlbock, Germany
SESSION 1-DMIN: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND
PERSPECTIVES I
Co-Chairs: Dr. Mahmoud Abou-Nasr, Dr. Robert Stahlbock, Dr. G. M. Weiss
July 27, 2015 (Monday); 01:40pm - 03:00pm
(LOCATION: Ballroom 1)
01:40 - 02:00pm: A Hierarchical Clustering Approach to Analyze Similarities
Between Sea Surface Temperature Patterns
Marc Boumedine
University Virgin Islands, Virgin Islands
02:00 - 02:20pm: Financial Footnote Analysis: Developing a Text Mining Approach
Maryam Heidari, Carsten Felden
TU Bergakademie Freiberg, Germany
02:20 - 02:40pm: Selecting a Classification Ensemble and Detecting Process Drift
in an Evolving Data Stream
Alejandro Heredia-Langner, Luke R. Rodriguez, Andy Lin,
and Jennifer B. Webster
Pacific Northwest National Laboratory, Washington, USA
02:40 - 03:00pm: Product's Quality Prediction with Respect to Equipments Data
NO SHOW Mariam Melhem, Bouchra Ananou, Mohand Djeziri,
Mustapha Ouladsine, and Jacques Pinaton
Laboratoire Sciences de l'Information et des Systemes (LSIS),
France
03:00 - 03:20pm: BREAK
03:20 - 04:00pm: INVITED TALK: Data Mining for RUL Estimation of Complex Assets
Prof. Diego Galar
Division of Operation and Maintenance Engineering,
Lulea University of Technology, Lulea, Sweden
SESSION 2-DMIN: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, AND
PERSPECTIVES II
Co-Chairs: Dr. Mahmoud Abou-Nasr, Dr. Robert Stahlbock, Dr. G. M. Weiss
July 27, 2015 (Monday); 04:00pm - 06:00pm
(LOCATION: Ballroom 1)
04:00 - 04:20pm: eMaintenance Platform for Performing Data Fusion Mutation
not presented on Machine Tools
Victor Simon, Diego Galar
Lulea University of Technology, Sweden
04:20 - 04:40pm: The Need for Big Data Collection and Analyses to Support the
Development of an Advanced Maintenance
David Baglee
University of Sunderland, UK
04:40 - 05:00pm: Reliability Evaluation of Underground Power Cables with
slides with Probabilistic Models
recorded audio Hassan Mashad Nemati, Anita Sant'Anna, Nowaczyk Slawomir
Halmstad University, Sweden
05:00 - 05:20pm: Use of Social Networks Sites (SNSs) as Collaborative Learning
Technique: Survey Analysis and Mining
Nevine Labib, Ahmed Sabry, Rasha H. Mostafa, Edward W. Morcos
Egypt
05:20 - 05:40pm: Wavelet-Coupled Machine Learning Methods for Drought Forecast
Utilizing Hybrid Meteorological and Re
Tan Robin
Portland State University, Portland, USA
05:40 - 06:00pm: Raise Regression: Selection of the Raise Parameter
Catalina Garcia, Jose Garcia Perez, Roman Salmeron, and
Maria del Mar Lopez Martin
Granada University, Spain
06:00 - 09:00pm: TUTORIALS + PANEL DISCUSSIONS + ADDITIONAL INVITED LECTURES
(Please see the lists at the begining of the program book for details)
09:00 - 11:45pm: CONFERENCE RECEPTION DINNER / SOCIAL
July 27 - Monday; 09:00pm - 11:45pm
(LOCATION: Ballrooms 1-5)
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July 28 July 28 July 28 July 28 July 28 July 28 July 28 July 28 July 28
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6:45am - 5:00pm: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:40a - 03:00p: During this period, DMIN'15 attendees are encouraged to
participate in sessions belonging to IPCV'15, ICAI'15,
FECS'15, BIOCOMP'15, ABDA'15, or IKE'15 conferences.
These sessions discuss topics that significantly overlap
the scope of DMIN'15.
03:00 - 03:40pm: POSTER/DISCUSSION SESSION A-DMIN
July 28, 2015 (Tuesday)
(LOCATION: Hallways of Ballrooms 1-5)
O. Interactive Data Quality System - An Approach for
Min(d)ing the Quality of Data
Nadia El Bekri
Fraunhofer IOSB, Germany
O. Comparison Between RF Algorithm and Decision Tree for
Classification of Power Quality Disturbances
Borges Fabbio, Lucas Moraes
Universidade de Sao Paulo, Brazil
O. ...
SESSION 3-DMIN: REGRESSION/CLASSIFICATION, CLUSTERING, ASSOCIATION
Co-Chairs: Dr. Robert Stahlbock and Dr. Gary M. Weiss
July 28, 2015 (Tuesday); 03:40pm - 05:40pm
(LOCATION: Ballroom 1)
03:40 - 04:00pm: Automatic Detection of Small Groups of Persons, Influential
Members, Relations and Hierarchy in Written Conversations
using Fuzzy Logic
F. Pope Iii, Rouzbeh A. Shirvani, Mugizi Robert Rwebangira,
Mohamed Chouikha, Ayo Taylor, Andres Ramirez Alarcon
ECE, Howard University, Washington, D.C., USA;
Systems and CS, Howard University, Washington, D.C., USA
04:00 - 04:20pm: A Machine Learning Approach for Business Intelligence Analysis
Using Commercial Shipping Transaction Data
Lisa M. Bramer, Samrat Chatterjee, Aimee Holmes, Sean Robinson,
Steven Bradley, Bobbie-Jo Webb-Robertson
Pacific Northwest National Laboratory, USA
04:20 - 04:40pm: Identifying Causes of Neonatal Mortality from Observational
Data: A Bayesian Network Approach
Kevin Wilson
RTI International, USA
04:40 - 05:00pm: Learning Decision Trees from Histogram Data
Ram Gurung, Tony Lindgren, Henrik Bostrom
Stockholm University, Sweden
05:00 - 05:20pm: Modelling Ground-Level Ozone Concentration Using Ensemble
Learning Algorithms
Eman Al Abri, Eran A. Edirisinghe, Amin Nawahda
Loughborough University, UK
05:20 - 05:40pm: Supervised Machine Learning Approach for Gender Disambiguation
from Unstructured Text Documents
Amit Choudhary, Praveen Kumar, and Sridhar Jeyaraman
Annik Technology Services Pvt. Ltd., India
05:40 - 09:00pm: TUTORIALS + PANEL DISCUSSIONS + ADDITIONAL INVITED LECTURES
(Please see the lists at the begining of the program book for details)
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July 29 July 29 July 29 July 29 July 29 July 29 July 29 July 29 July 29
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6:45am - 5:00pm: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:20 - 09:20am: INVITED TALK: Data Science: The Road Ahead
Dr. Peter Geczy
National Institute of Advanced Industrial Science and
Technology (AIST), Japan
(LOCATION: Ballroom 1)
SESSION 4-DMIN: SEGMENTATION, CLUSTERING, ASSOCIATION + WEB, TEXT,
MULTIMEDIA MINING + SOFTWARE
Co-Chairs: Dr. Robert Stahlbock, Dr. P. Geczy, Dr. G. M. Weiss
July 29, 2015 (Wednesday); 09:20am - 12:20pm
(LOCATION: Ballroom 1)
09:20 - 09:40am: AHC Basedword Clustering Considering Feature Similarity
Taeho Jo
Department of Computer and Information Engineering,
Inha University, South Korea
09:40 - 10:00am: How Can We Measure the Similarity Between Resumes of
Selected Candidates for a Job?
Luis Adrian Cabrera-Diego, Barthelemy Durette,
Juan-Manuel Torres-Moreno, and Marc El-Beze
Universite d'Avignon et des Pays de Vaucluse Adoc
Talent Management, France
10:00 - 10:20am: Extraction of Relevant Entities in Textual Documents:
NO SHOW Modeling Intelligence Maps
Isnard Martins, Edgard Thomas Martins
Universidade Estacio de Sa, Brazil
10:20 - 10:40am: BREAK
10:40 - 11:00am: Graph-based Link Prediction in Cross-session Task
Identification
Chao Xu, Mingzhu Zhu, Yi-fang Wu
New Jersey Institute of Technology, New Jersey, USA
11:00 - 11:20am: A Language-Based and Process-Oriented Approach for
Supporting the Knowledge Discovery Processes
Hesham Mansour, Daniel Duchamp, Carl-Arndt Krapp
Stevens Institute of Technology, New Jersey, USA
11:20 - 11:40am: Learning Temporal Regression Models and MapReduce
NO SHOW Voronoi Tessellation for Job Offers Recommendation
Sidahmed Benabderrahmane
Paris 8 University IUT De Montreuil, France
11:40 - 12:00pm: Scalable Mining of Frequent and Significant Sequential
Patterns
Zsolt Kardkovacs, Gabor Kovacs
U1 Research, Hungary
12:00 - 12:20pm: Using Text Mining of Amazon Reviews to Explore User-defined
Product Highlights and Issues
Lleyana Jack
Intel, USA
12:20 - 01:20pm: LUNCH (On Your Own)
01:20 - 05:40pm: During this period, DMIN'15 attendees are encouraged to
participate in sessions belonging to IPCV'15, ICAI'15,
FECS'15, BIOCOMP'15, ABDA'15, or IKE'15 conferences.
These sessions discuss topics that significantly overlap
the scope of DMIN'15.
05:40 - 09:00pm: TUTORIALS + PANEL DISCUSSIONS + ADDITIONAL INVITED LECTURES
(Please see the lists at the begining of the program book for details)
=======================================================================
July 30 July 30 July 30 July 30 July 30 July 30 July 30 July 30 July 30
=======================================================================
08:20a - 05:00p: During this period, DMIN'15 attendees are encouraged to
participate in sessions belonging to IPCV'15, ICAI'15,
FECS'15, BIOCOMP'15, ABDA'15, or IKE'15 conferences.
These sessions discuss topics that significantly overlap
the scope of DMIN'15.
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