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DMIN'16 Conference Programme/Schedule
DMIN'16 CONFERENCE SCHEDULE
The 2016 International Conference on Data Mining (DMIN'16)
There are a number of other sessions (not listed as part of DMIN'16 in
this schedule) that are of potential interest to DMIN'16 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 ABDA (Big Data Analytics), EEE (e-Learning),
ESCS (Cyber-physical Systems), FECS (Education), HIMS (Health
Informatics), ICAI (Artificial Intelligence), ICOMP (IoT), IKE
(Information & Knowledge Engineering), and SAM (Security) conferences
discuss topics that are within the scope of DMIN'16; these have been
scheduled so that selected DMIN'16 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 24 July 24 July 24 July 24 July 24 July 24 July 24 July 24 July 24
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03:00p - 07:00p: REGISTRATION (Second Floor, Conference Lobby: 1-5)
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July 25 July 25 July 25 July 25 July 25 July 25 July 25 July 25 July 25
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07:00a - 05:00p: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:45 - 09:00am: CONGRESS OPENING REMARKS - July 25, Monday:
Prof. Hamid R. Arabnia (Chair, Steering Committee & Coordinator)
Department of Computer Science, University of Georgia, USA;
Editor-in-Chief, The Journal of Supercomputing (Springer);
Fellow, Center of Excellence in Terrorism, Resilience,
Intelligence & Organized Crime Research (CENTRIC).
(LOCATION: East Ballrooms 7, 8, & 9)
09:05 - 10:00am: KEYNOTE LECTURE 1 - July 25, Monday:
SEARCH FOR EXTRATERRESTRIAL LIFE IN OUR SOLAR SYSTEM
Dr. Firouz Naderi
Former director of Solar System Exploration at NASA's JPL -
Oversaw robotic spacecraft dispatched to all corners of the
solar system; Prior position: NASA's Program Manager for
Mars Exploration; Recipient of NASA's outstanding Leadership
Medal and NASA's Distinguished Service Medal (NASA's highest
award); In appreciation of his contributions, The
International Astronomical Union (IAU) and NASA/JPL has named
an asteroid "Naderi" after his name.
(LOCATION: East Ballrooms 7, 8, & 9)
10:05 - 11:00am: KEYNOTE LECTURE 2 - July 25, Monday:
DATA SCIENCE FOR HIGH DIMENSIONAL DATASETS
Prof. Alfred Inselberg
Tel Aviv University, Israel; University of California,
Los Angeles (UCLA); University of Southern California (USC);
Senior Fellow at the San Diego Supercomputing Center,
California, USA. Author of "Parallel Coordinates: VISUAL
Multidimensional Geometry"; his work is praised by
Stephen Hawking among many others.
(LOCATION: East Ballrooms 7, 8, & 9)
11:05 - 11:40am: KEYNOTE LECTURE 3 - July 25, Monday:
INDUSTRIAL BIG DATA AND SMART ASSETS: THE FOURTH INDUSTRIAL
REVOLUTION BY THE MEANS OF DEATH AWARENESS CAPABILITIES
Prof. Diego Galar
Division of Operation and Maintenance Engineering,
Lulea University of Technology, Sweden; Coordinating several
H2020 projects in cyber physical systems, Industry 4.0, IoT
and industrial Big Data.
(LOCATION: East Ballrooms 7, 8, & 9)
11:40a - 01:20p: LUNCH (On Your Own)
01:20 - 01:40pm: DMIN Opening Remarks
Dr. Robert Stahlbock
(LOCATION: Ballroom 1)
01:40 - 02:40pm: INVITED TALK
Mining Smartphone and Smartwatch Sensor Data: Activity
Recognition, Biometrics, and Beyond
Dr. Gary M. Weiss; Director of Wireless Sensor Data Mining
(WISDM) Lab, Department of Computer and Information Science,
Fordham Univesity, Bronx, New York, USA
(LOCATION: Ballroom 1)
02:40 - 03:00pm: Strategies for Distributed Curation of Social Media Data
for Safety and Pharmacovigilance
Casperson Tim, Jeffery Painter, Juergen Dietrich
GlaxoSmithKline, USA
03:00 - 03:20pm: MINI-POSTER SESSION A-DMIN
(INCLUDES POSTER + SHORT & POSITION PAPERS)
July 25, 2016 (Monday)
(LOCATION: Hallways of Ballrooms 1-5)
O. Real-Time Classification of User Clicked News for Category
Proportion Adjustable News Recommendation
Zhegao Piao, Seong Joon Yoo, Yeong Hyeon Gu
Department of Computer Engineering, Sejong University,
Seoul, Korea
O. ...
SESSION 1-DMIN: REAL-WORLD DATA MINING APPLICATIONS, CHALLENGES, &
PERSPECTIVES I
July 25, 2016 (Monday); 03:20pm - 06:00pm
Chairs: Dr. Mahmoud Abou-Nasr, Dr. Robert Stahlbock, and
Dr. Gary M. Weiss
(LOCATION: Ballroom 1)
03:20 - 03:40pm: Merging Event Logs for Process Mining with Hybrid Artificial
Immune Algorithm
Yang Xu, Qi Lin, Martin Zhao
South China University of Technology, P. R. China;
Mercer University, Georgia, USA
03:40 - 04:00pm: Oil Direction Forecasting with Decision Trees and Support
Vector Machines: Are Two (AI) Minds Better
Mary Malliaris
Loyola University, Chicago, Illinois, USA
04:00 - 04:20pm: Strategies for Distributed Curation of Social Media Data
for Safety and Pharmacovigilance
Casperson Tim, Jeffery Painter, Juergen Dietrich
GlaxoSmithKline, USA
04:20 - 04:40pm: Detecting Mass Emergency Events on Social Media: One
Classification Problem or Many?
Viktor Pekar, Jane Binner, Hossein Najafi
University of Birmingham, Birmingham, United Kingdom
04:40 - 05:00pm: Zonification of Heavy Traffic in Mexico City
Ruben F.Estrada-S., Alejandro Molina, Adriana Perez-Espinosa,
Araceli L.Reyes-C, Jose L.Quiroz-F., Emilio Bravo-G.
Universidad Autonoma Metropolitana CONABIO, Mexico
05:00 - 05:20pm: Using Machine Learning Algorithms to Improve the Prediction
NO SHOW Accuracy in Disease Identification: An Empirical Example
Yong Cai
IMS Health, USA
05:20 - 05:40pm: Random Under-sampling Ensemble Methods for Highly Imbalanced
NO SHOW Rare Disease Classification
Dong Dai, Shaowen Hua
IMS Health, USA; La Salle University, Philadelphia,
Pennsylvania, USA
05:40 - 06:00pm: Clustering Daily Patterns Of Solar Radiation Time Series
Giuseppe Nunnari, Silvia Nunnari
Dipartimento di Ingegneria Elettrica, Elettronica ed
Informatica, Universita degli Studi di Catania, Italy
06:00 - 09:00pm: TUTORIALS + PANEL DISCUSSIONS + ADDITIONAL INVITED LECTURES
(Please see the lists at the begining of the program book for details)
In particular, the following is arranged for DMIN'16 participants.
Industrial Big Data: The door to prescriptive analytics
(Duration: 90 minutes including Q & A)
Prof. Diego Galar
Division of Operation and Maintenance Engineering,
Lulea University of Technology, Sweden
(LOCATION: Ballroom 1)
08:30 - 11:30pm: CONFERENCE RECEPTION DINNER / SOCIAL
July 25 - Monday; 08:30pm - 11:30pm
(LOCATION: Ballrooms 2-5)
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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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7:00am - 5:00pm: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:00 - 10:20am: During this period, DMIN'16 attendees are encouraged to
participate in sessions belonging to ABDA (Big Data
Analytics), EEE (e-Learning), ESCS (Cyber-physical Systems),
FECS (Education), HIMS (Health Informatics), ICAI
(Artificial Intelligence), ICOMP (IoT), IKE (Information &
Knowledge Engineering), and SAM (Security) conferences.
These sessions discuss topics that may be of interest to
the DMIN'16 attendees.
10:20 - 10:40am: BREAK
SESSION 2-DMIN: SEGMENTATION, CLUSTERING, ASSOCIATION + WEB, TEXT,
MULTIMEDIA MINING + SOFTWARE
Chairs: Dr. R. Stahlbock, Gary M. Weiss
July 26, 2016 (Tuesday); 10:40am - 12:20pm
(LOCATION: Ballroom 1)
10:40 - 11:00am: String Vector Based AHC as Approach to Word Clustering
Taeho Jo
Department of Computer and Information Communication
Engineering, Hongik University, Sejong, South Korea
11:00 - 11:20am: Integrating Sequential Pattern Mining Techniques and Support
Vector Machines for Sequence Classifica
Chieh-Yuan Tsai, Yu-Yu Yao
Yuan Ze University, Taiwan
11:20 - 11:40am: Common Sense Knowledge, Ontology and Text Mining for
Implicit Requirements
Onyeka Emebo, Aparna S. Varde
Montclair State University, Montclair, New Jersey, USA
11:40 - 12:00pm: Detecting Change in News Feeds Using a Context Based Graph
Lenin Mookiah, William Eberle, Maitrayi Mondal
Tennessee Technological University, Tennessee, USA;
Sunworks Consultants Private Limited, USA
12:00 - 12:20pm: Robust Speaker Recognition in the Presence of Speech Coding
Distortion for Remote Access Application
Robert W. Mudrowsky, Ravi Ramachandran, Umashanger Thayasivam,
and Sachin S. Shetty
Rowan University, New Jersey, USA
12:20 - 01:20pm: LUNCH (On Your Own)
01:20 - 01:40pm: FREE SLOT
01:40 - 02:40pm: INVITED TALK
Data Science: Where Academia Meets Commerce
Dr. Peter Geczy; National Institute of Advanced Industrial
Science and Technology (AIST), Japan
(LOCATION: Ballroom 1)
02:40 - 03:00pm: FREE SLOT
03:00 - 03:40pm: POSTER SESSION B-DMIN
(INCLUDES POSTER + SHORT & POSITION PAPERS)
July 26, 2016 (Tuesday)
(LOCATION: Hallways of Ballrooms 1-5)
SESSION 3-DMIN: REGRESSION AND CLASSIFICATION
Chairs: Dr. Diego Galar, Dr. Robert Stahlbock, Dr. Gary M. Weiss
July 26, 2016 (Tuesday); 03:40pm - 06:00pm
(LOCATION: Ballroom 1)
03:40 - 04:00pm: A Cross-validation Method for Linear Regression Model Selection
Jingwei Xiong, Junfeng Shang
Bowling Green State University, Bowling Green, Ohio, USA
04:00 - 04:20pm: Convolutional Neural Net and Bearing Fault Analysis
Dean Lee
SPAWAR Systems Center Pacific, San Diego, California, USA
04:20 - 04:40pm: Mixtures of Polynomials for Regression Problems
Rafael Rumi, J. Carlos Luengo
University of Almeria, Almeria, Spain
04:40 - 05:00pm: Predictive Modeling for Student Retention at at St. Cloud
State University (SCSU)
Hasith Dissanayake, David Robinson, Al-Azzam Omar
Saint Cloud State University, Saint Cloud, Minnesota, USA
05:00 - 05:20pm: The Generalized Shortest Path Kernel for Classifying
Cluster Graphs
Hermansson Linus
Tokyo Institute of Technology, Japan
05:20 - 05:40pm: Combining Ensembles
Ulf Johansson, Henrik Linusson, Tuve Lofstrom, Cecilia Sonstrod
University of Boras, Sweden
05:40 - 06:00pm: Named Entity Recognition in Affiliations of Biomedical Articles
Using Statistics and HMM Classifiers
Jongwoo Kim, George R. Thoma
National Library of Medicine, National Institutes of Health,
Maryland, USA
06:00 - 08:30pm: TUTORIALS + DISCUSSIONS
(Please refer to the lists at the begining of the program
book for details)
In particular, the following is arranged for DMIN'16 participants:
Predicting with Confidence
(Duration: 120 minutes)
Dr. Ulf Johansson, Department of Computer Science and Informatics
Jonkoping University, Sweden
(LOCATION: Ballroom 1)
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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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7:00am - 5:00pm: REGISTRATION (Second Floor, Conference Lobby: 1-5)
SESSION 4-DMIN: DATA SCIENCE AND DATA SERVICES I
Chairs: Dr. Mahmoud Abou-Nasr, Dr. Peter Geczy,
Dr. Robert Stahlbock, Dr. Gary M. Weiss
July 27, 2016 (Wednesday); 08:00am - 10:20am
(LOCATION: Ballroom 1)
08:00 - 08:20am: DL4MD: A Deep Learning Framework for Intelligent
Malware Detection
Yanfang Ye, William Hardy, Lingwei Chen, Shifu Hou, Xin Li
West Virginia University, West Virginia, USA
08:20 - 08:40am: Skill Identification Using Time Series Data Mining
Toshiyuki Maeda, Masumi Yajima
Hannan University, Japan; Meikai University, Japan
08:40 - 09:00am: Internet of Things Technologies to Rationalize the Data
Acquisition in Industrial Asset Management
Sini-Kaisu Kinnunen, Antti Yla-Kujala, S. Marttonen-Arola,
Timo Karri, David Baglee
Lappeenranta University of Technology, Finland;
University of Sunderland, United Kingdom
09:00 - 09:20am: Efficient Algorithms for Mining DNA Sequences
Mao Guojun
Central University of Finance & Economics, P. R. China
09:20 - 09:40am: Self-Organizing Map Convergence
Robert Tatoian, Lutz Hamel
Department of Computer Science and Statistics,
The University of Rhode Island, Rhode Island, USA
09:40 - 10:00am: Approximation Algorithms for D-hop Dominating Set Problem
Alina Campan, Traian Marius Truta, Matthew Beckerich
Northern Kentucky University, Kentucky, USA
10:00 - 10:20am: Inter-correlative Histogram Feature and Dimension Reduction
for CBMR
Vinoda Reddy, P. Suresh Varma, A. Govardhan
JNTUH College of Engineering Hyderabad, Telangana, India; Adikavi
Nannaya University, Rajahmundry, India; SIT, Karnataka, India
10:20 - 10:40am: BREAK
SESSION 5-DMIN: DATA SCIENCE AND DATA SERVICES II
Chairs: Dr. Mahmoud Abou-Nasr, Dr. Peter Geczy,
Dr. Robert Stahlbock, Dr. Gary M. Weiss
July 27, 2016 (Wednesday); 10:40am - 12:20pm
(LOCATION: Ballroom 1)
10:40 - 11:00am: Best Practices in Measurements for Asset Characterization
in Complex Engineering Systems
Gaspari Antonella, Giulio D'Emilia, Diego Galar
University of L'Aquila IT, Italy;
Lulea University of Technology, Lulea, Sweden
11:00 - 11:20am: FREE SLOT
11:20 - 11:40am: Gene Selection from Microarray Data for Age-related Macular
Degeneration by Data Mining
Yuhan Hao, Gary Weiss
Fordham University, New York, USA
11:40 - 12:00pm: An Application of Data Mining in Energy Industry
Jongsawas Chongwatpol
NIDA Business School, Thailand
12:00 - 12:20pm: Rating Topic Mixture: Modeling Item Features for Recommendation
Yingzhai, Jing Peng, Chenyu Zhai, Jing Qiu
Department of Information Technology, Hebei University of
Economics and Business, Hebei, P. R. China; Department of
Information Science and Technology, Hebei University of Science
and Technology, Hebei, P. R. China; Wittenberg University,
Springfield, Ohio, USA
12:20 - 01:20pm: LUNCH (On Your Own)
01:20 - 05:40pm: During this period, DMIN'16 attendees are encouraged to
participate in sessions belonging to ABDA (Big Data
Analytics), ESCS (Cyber-physical Systems), FECS (Education),
HIMS (Health Informatics), ICAI (Artificial Intelligence),
IKE (Information & Knowledge Engineering), and SAM
(Security) conferences. These sessions discuss topics that
may be of interest to the DMIN'16 attendees.
05:40 - 08:30pm: TUTORIALS + DISCUSSIONS
(Please refer to the lists at the begining of the program
book for details)
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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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7:00am - 3:00pm: REGISTRATION (Second Floor, Conference Lobby: 1-5)
08:00a - 03:00p: During this period, DMIN'16 attendees are encouraged to
participate in sessions belonging to EEE (e-Learning),
ESCS (Cyber-physical Systems), FECS (Education), HIMS
(Health Informatics), and ICAI (Artificial Intelligence)
conferences. These sessions discuss topics that may be
of interest to the DMIN'16 attendees.
03:00 - 03:20pm: BREAK
03:20 - 03:40pm: CLOSING & FAREWELL
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