Online Program
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Key:
Applications
Computational Statistics
Computing Science
Data Science
Data Visualization
Machine Learning
Thursday, May 17
CS06 -
Analytics for Fitness Tracker Data
Invited
Thu, May 17, 10:30 AM - 12:00 PM
Lake Fairfax A
Organizer(s): David Marchette, Naval Surface Warfare Center
Chair(s): Shelby Macy, Naval Surface Warfare Center
10:30 AM
Correlating Sleep and Temperature Patterns in Navy Warfighters With Current and Future Health Status
Laura Maple, NSWCDD
11:00 AM
An Artificial Intelligence System for Real-Time Individualized Core Temperature Estimation
Jaques Reifman, US Army MRMC/BHSAI
11:30 AM
Statistical Methods for Micro- and Macro-Level Accelerometry Data
Jiawei Bai, Johns Hopkins University
CS13 -
Social Network Analysis
Invited
Thu, May 17, 1:30 PM - 3:00 PM
Lake Fairfax A
Organizer(s): Yasmin H. Said, George Mason University
Chair(s): William F. Wieczorek, SUNY Buffalo State
1:30 PM
Social Networks and Simplicial Complexes
Presentation
Daniele Struppa, Chapman University
2:00 PM
Reflections on Computational Social Science, in Honor of Ed Wegman
Claudio Cioffi-Revilla, George Mason University
2:30 PM
The Big Picture: Big Data, Big Theory, and Big Challenges
Presentation
William G. Kennedy, George Mason University
CS14 -
Monitoring Financial Stability with Data Science
Invited
Thu, May 17, 1:30 PM - 3:00 PM
Lake Fairfax B
Organizer(s): Shawn Mankad, Cornell University
Chair(s): Shawn Mankad, Cornell University
1:30 PM
Modeling and Prediction of Financial Trading Networks: An Application to the NYMEX Natural Gas Futures Market
Abel Rodriguez, University of California, Santa Cruz
2:00 PM
Elicitability and Backtesting: Perspectives for Banking Regulation
Natalia Nolde, University of British Columbia
2:30 PM
Systemic Risk from Asset Concentration and Common Holdings among Banks
Celso Brunetti, Federal Reserve Board
CS19 -
CyberLanguage: Applications of Natural Language Processing to CyberSecurity
Invited
Thu, May 17, 3:30 PM - 5:00 PM
Lake Fairfax A
Organizer(s): Joseph Marr, DZYNE Technologies
Chair(s): Joseph Marr, DZYNE Technologies
3:30 PM
Network Traffic Anomaly Detection Using Recurrent Neural Networks
Benjamin Radford, KeyW
4:00 PM
Modeling Machine-to-Machine Cyber Data as Discrete Sequences of Activity
Bartley Richardson, KeyW
4:30 PM
Time Series Pattern Mining and Visualization Using Statistical Language Processing Techniques
Jessica Lin, George Mason University
CS22 -
Distinguished Colleagues of Edward Wegman: Mathematical Physics
Invited
Thu, May 17, 5:15 PM - 6:15 PM
Grand Ballroom F
Organizer(s): Yasmin H. Said, George Mason University
Chair(s): David Marchette, Naval Surface Warfare Center
5:15 PM
Laws of the Universe, Information and Mind in the Quantum Universe
Menas C. Kafatos, Chapman University
5:45 PM
Exploring and Exploiting Interestingness in Data Science
Presentation
Kirk Borne, Booz Allen Hamilton
CS25 -
Time Series Modeling
Invited
Thu, May 17, 5:15 PM - 6:15 PM
Lake Fairfax A
Organizer(s): Jim Harner, West Virginia University
Chair(s): Rida Moustafa, Walmart
5:15 PM
The Divergence Between Observed and Modeled Temperature Trends in the Tropical Troposphere 1958-2017
Ross McKitrick, University of Guelph
5:45 PM
Forecasting with Many Predictors
Presentation
Kyle Caudle, SD School of Mines and Technology
Friday, May 18
CS32 -
Data Science Partnerships
Invited
Fri, May 18, 10:30 AM - 12:00 PM
Lake Fairfax A
Organizer(s): Sallie Keller, Biocomplexity Institute of Virginia Tech
Chair(s): Sallie Keller, Biocomplexity Institute of Virginia Tech
10:30 AM
Using Multiple Big Data Sources to Manage a Supply Chain
Dave Higdon, SDAL, Virginia Tech
11:00 AM
Partnering for Data Science: The Laboratory for Analytic Sciences
Presentation
Alyson Wilson, North Carolina State University
11:30 AM
University, Government, NGO Partnership Around Statistical Solutions to Urban Challenges
Katherine Bennett Ensor, Rice University
CS39 -
Applications of Divide and Recombine to Big Data
Invited
Fri, May 18, 1:30 PM - 3:00 PM
Lake Fairfax A
Organizer(s): William S. Cleveland, Purdue
Chair(s): Soren Harner, MuleSoft
1:30 PM
Divide & Recombine (D&R) with DeltaRho for Big Data Analysis
Presentation
William S. Cleveland, Purdue
2:00 PM
DeltaRho for Deep Analysis of Precipitation and Cloud Observations to Advance the Understanding of Earth's Water Cycle
Wen-wen Tung, Earth, Atmospheric, and Planetary Sciences, Purdue
2:30 PM
Applications of Large-Scale Visualization Using Trelliscope
Presentation
Ryan Hafen, Hafen Consulting LLC
CS46 -
Data Sciences Applications for Critical Health Issues I
Invited
Fri, May 18, 3:30 PM - 5:00 PM
Lake Fairfax A
Organizer(s): William F. Wieczorek, SUNY Buffalo State
Chair(s): Jonathan Lindner, Center for Health and Social Research at SUNY Buffalo State
3:30 PM
Alcohol Abstainers versus Drinkers: Changes in Health Outcomes after 20 Years
Presentation
Kelly S Marczynski, SUNY Buffalo State
4:00 PM
Making Data Speak to User Needs: The Anchor Institution Dashboard
Alban Morina, Center for Health and Social Research at SUNY Buffalo State
4:30 PM
Conceptualization Issues in Analyzing and Communicating Collective Impact Data
Karl Wende, Center for Health & Social Research at Buffalo State
CS52 -
Outcomes from the SAMSI Climate Program
Invited
Fri, May 18, 5:15 PM - 6:15 PM
Lake Fairfax A
Organizer(s): David Banks, SAMSI and Duke University
Chair(s): David Banks, SAMSI and Duke University
5:15 PM
Modeling Large Spatial Data: an Application in Air Quality Modeling
Yawen Guan, SAMSI
5:45 PM
Inference on the Future State of the Climate Through Combining Multiple Interdependent Climate Model Outputs With Observations Using Bayesian Hierarchical Models
Huang Huang, SAMSI
CS53 -
Sports and Game Analytics
Contributed
Fri, May 18, 5:15 PM - 6:15 PM
Lake Fairfax B
Chair(s): Rida Moustafa, Walmart
5:15 PM
Predict Video Game Wheel Design Game Strategy
Mason Chen, Stanford OHS
5:30 PM
Apply Multivariate Data Mining on Playing Strategic Video Game
Patrick Giuliano, MorrillLearning Center
5:45 PM
Baseball Pitching and Swing Contact Modeling
Andrew Chen, University of San Francisco
6:00 PM
Predict Basketball Team Winning Record
Mason Chen, Stanford OHS
Saturday, May 19
CS58 -
Data science in Climate and Weather Research
Invited
Sat, May 19, 8:30 AM - 10:00 AM
Lake Fairfax A
Organizer(s): Stephan R. Sain, Jupiter
Chair(s): Soren Harner, MuleSoft
8:30 AM
Large and Non-stationary Spatial Fields: Quantifying Uncertainty in Climate Models
Presentation
Douglas Nychka, National Center for Atmospheric Research
9:00 AM
Regional Climate Model Assessment via Spatio-temporal Modeling
Peter Craigmile, The Ohio State University
9:30 AM
Statistical Downscaling and Uncertainty Quantification with Bayesian Deep Learning
Thomas Vandal, Northeastern University
CS61 -
Data Sciences Applications for Critical Health Issues II
Invited
Sat, May 19, 10:30 AM - 12:00 PM
Grand Ballroom F
Organizer(s): Kelly S. Marczynski, SUNY Buffalo State
Chair(s): Karl Wende, Center for Health & Social Research at Buffalo State
10:30 AM
Assessing the Impact of Weighted and Unweighted Alcohol Availability
Presentation
Alan M Delmerico, Center for Health and Social Research at Buffalo State
11:00 AM
Survey of College Student Substance Abuse Problems: Role of Access and Norms
Jonathan Lindner, Center for Health and Social Research at SUNY Buffalo State
11:30 AM
Geographic Assessment of Adolescent Activity Space
William F. Wieczorek, SUNY Buffalo State
CS65 -
Scientific and Financial Modeling
Contributed
Sat, May 19, 10:30 AM - 12:00 PM
Lake Fairfax A
Chair(s): Adetokunbo Fadahunsi, West Virginia University
10:30 AM
Apply Multivariate Statistics to study the Chocolate Science and Cardiovascular or Neurovascular Disease
Patrick Giuliano, MorrillLearning Center
10:45 AM
Probabilistic Particle-Filter Modeling of Shark Movement for Behavioral and Ecological Inference
Presentation
Samuel Ackerman, Temple University
11:00 AM
Anomaly Detection in News Articles for Biosurveillance
Karl Pazdernik, Pacific Northwest National Laboratory
11:15 AM
Data Driven Portfolio Optimization Utilizing Machine Learning
Presentation
Melinda Hsieh, Rider University
11:30 AM
Conditional Granger Causality Tests in Quantile Regression
Presentation
Hong Cheng, Shanghai Lixin University of Accounting and Finance
11:45 AM
Floor Discussion
CS66 -
Business Analytics
Contributed
Sat, May 19, 10:30 AM - 12:00 PM
Lake Fairfax B
Chair(s): Redouane Betrouni, George Mason University
10:30 AM
Modeling Emotions in Behavioral Big Data: Self-Selection, Impact Measures and Counterfactual Approach
Furio Camillo, University of Bologna
10:45 AM
Customer Perception Analysis using Statistical Modeling
Sridhar Ramaswamy, Caterpillar Inc
11:00 AM
Identifying and Utilizing Research Topics in Conference Abstracts
Stanislav Kolenikov, Abt Associates
11:15 AM
Forecasting Accuracy of Topic Modeling Techniques with Online Reviews: A Benchmark Study
Yuan Cheng, Cornell University
11:30 AM
Lookalike Audience Modeling with SVD and Cosine-Similarity
Presentation
Sam Hawala, Resonate-Networks
11:45 AM
Predicting the Sale Price of Homes
Presentation
Matea Milojkovic, Winthrop University
CS70 -
Public Health Applications
Contributed
Sat, May 19, 1:15 PM - 2:45 PM
Lake Fairfax A
Chair(s): Redouane Betrouni, George Mason University
1:15 PM
A Comprehensive Analysis of Trends and Determinants of HIV/AIDS Knowledge Among the Bangladeshi Women Based on Bangladesh Demographic and Health Surveys, 2007–2014
Md. Tuhin Sheikh, Department of Statistics, University of Connecticut, Storrs, CT.
1:30 PM
Markov Process Multistate Modeling of Large Data
Marepalli B Rao, University of Cincinnati
1:45 PM
Approaches to Investigating Multimorbidity
Presentation
Cynthia Sue Crowson, Mayo Clinic
2:00 PM
A New Framework for Re-identification Risk Estimation in Complex Healthcare Data
Lei Li, George Mason University
2:15 PM
Application of Algorithms With Serial Hepatitis C RNA Tests to Predict Treatment and Sustained Virologic Response Among Patients Infected With Chronic Hepatitis C.
Presentation
Ademola B Osinubi, Centers for Disease Control and Prevention
2:30 PM
Floor Discussion
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