ICDATA'18 Schedule - Tuesday, July 31
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Aug 09, 2018 07:46 PM
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07:00a - 05:00p: REGISTRATION
(Lotus Ballrooms 1-2; Registration Counter/Desk)
SESSION 3-ICDATA: SPECIAL SESSION ON REAL-WORLD DATA MINING APPLICATIONS,
CHALLENGES, AND PERSPECTIVES (Part II)
Chairs: Dr. Mahmoud Abou-Nasr*, Dr. Robert Stahlbock**,
and Dr. Gary M. Weiss***
*Ford Motor Company, USA;
**University of Hamburg, Germany;
***Fordham University, New York, USA
July 31, 2018 (Tuesday); 08:00am - 10:20am
(LOCATION: Galleria B)
08:00 - 08:20am: Message Classification for Generalized Disease Incidence
Detection with Topologically Derived Concept Embeddings
Mark Magumba, Peter Nabende, Ernest Mwebaze
Makerere University, Uganda
08:20 - 08:40am: Multi-label Classification of Single and Clustered Cervical
Cells Using Deep Convolutional Networks
Melanie Kwon, Mohammed Kuko, Vanessa Martin, Tae Hun Kim,
Sue Ellen Martin, Mohammad Pourhomayoun
California State University, Los Angeles, California, USA
08:40 - 09:00am: Data-Driven Exploration of Factors Affecting Federal Student
Loan Repayment
Somya Mohanty, Bin Luo, Qi Zhang
University of North Carolina - Greensboro, NC, USA
09:00 - 09:20am: Analysis of Tornado Environments using Convolutional Neural
Networks
Michael McGuire, Todd Moore
Towson University, Towson, Maryland, USA
09:20 - 09:40am: Modelling Radon Variability in Qatar: Challenges and Opportunities
Kassim Mwitondi, Ibrahim Al Sadig, Rifaat Hassona, Charles Taylor, Adil Yousef
Sheffield Hallam University, Sheffield, UK09:40 - 10:00am: On Monitoring Groups of Machines using Martingales: A Case
Study in Heat-pumps
Shiraz Farouq, Stefan Byttner, Rafik Bouguelia
Halmstad University, Sweden
10:00 - 10:20am: Effective Machine Learning Approach to Detect Groups of
Fake Reviewers
Nagarajan Prabakar, Jayesh Soni
Florida International University, Miami, Florida, USA
10:20 - 10:40am: BREAK
SESSION 4-ICDATA: SPECIAL SESSION ON REAL-WORLD DATA MINING APPLICATIONS,
CHALLENGES, AND PERSPECTIVES (Part III)
Chairs: Dr. Mahmoud Abou-Nasr*, Dr. Robert Stahlbock**,
and Dr. Gary M. Weiss***
*Ford Motor Company, USA;
**University of Hamburg, Germany;
***Fordham University, New York, USA
July 31, 2018 (Tuesday); 10:40am - 12:20pm
(LOCATION: Galleria B)
10:40 - 11:00am: Evaluating Self-Organizing Map Quality Measures as
Convergence Criteria
Lutz Hamel, Gregory Breard
University of Rhode Island, Rhode Island, USA
11:00 - 11:20am: SwiftVis2: Plotting with Spark using Scala
Mark C. Lewis, Lisa L. Lacher
Department of CS, Trinity University, San Antonio, Texas,
USA; College of Science and Engineering, University of
Houston - Clear Lake, Houston, Texas, USA
11:20 - 11:40am: Organizations' Investment in Cloud Computing: Designing a
Decision Support Platform
Jacques Bou Abdo
Notre Dame University, USA
11:40a - 12:00p: Implementing Data Mining Methods to Predict Diamond Prices
Jose Pena
Fordham University, New York, USA
12:00 - 12:20pm: Analyzing Inventory Data Using K-Means Clustering
Michael Pigman, Hung Le, Urvish Bhagat, Maxfield Thompson,
and Qingguo Wang
Lipscomb University, Tennessee, USA
12:20 - 01:20pm: LUNCH (On Your Own)
SESSION 5-ICDATA: SPECIAL SESSION ON REAL-WORLD DATA MINING APPLICATIONS,
CHALLENGES, AND PERSPECTIVES (Part IV)
Chairs: Dr. Mahmoud Abou-Nasr*, Dr. Robert Stahlbock**,
and Dr. Gary M. Weiss***
*Ford Motor Company, USA;
**University of Hamburg, Germany;
***Fordham University, New York, USA
July 31, 2018 (Tuesday); 01:20pm - 03:00pm
(LOCATION: Galleria B)
01:20 - 01:40pm: Assessment of Minorities Access to Finance
Emi Harry, Gary Weiss
Fordham University, New York, USA
01:40 - 02:00pm: Open-Source Neural Network and Wavelet Transform Tools for
Server Log Analysis
Tong Lai Yu, Chunyu Liu
School of Computer Science and Engineering, California
State University, San Bernardino, California, USA
02:00 - 02:20pm: Recursion Identify Algorithm for Gender Prediction with
Chinese Names
Hua Zhao, Fairouz Kamareddine
School of Mathematical and Computer Sciences,
Heriot-Watt University, Edinburgh, UK
02:20 - 02:40pm: Maximizing the Processing Rate for Streaming Applications
in Apache Storm
Ali Al-Sinayyid, Michelle Zhu
Computer Science, Southern Illinois University of
Carbondale, Illinois, USA
02:40 - 03:00pm: Machine Learning Models for Predicting Fracture Toughness
of Materials
Birsen Sirkeci, Saishruthi Swaminathan, Tejash Shah, and
Ozgur Keles
EE, San Jose State University, California, USA
03:00 - 03:40pm: POSTER SESSION B
July 31, 2018 (Tuesday)
(LOCATION: Lotus Ballrooms 1-2)
03:40 - 05:40pm: INVITED TUTORIAL:
Predicting with Confidence
Prof. Ulf Johansson
Department of Computer Science and Informatics,
Jonkoping University, Sweden
July 31, 2018 (Tuesday)
(LOCATION: Galleria B)
05:40 - 07:40pm: FREE SLOT