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Key:
Computational Statistics
Data Visualization
Education
Machine Learning
Practice and Applications
Software & Data Science Technologies
Wednesday, June 2
CS01 -
Data Science Shaping the Financial World
Refereed
Wed, Jun 2, 1:10 PM - 2:45 PM
Chair(s): Kali Prasun Chowdhury, University of California, Irvine
1:15 PM
BERT as a Filter to Detect Pharmaceutical Innovations in News Articles
Martha Czernuszenko, The University of Virginia
1:45 PM
Dissecting the 2015 Chinese Stock Market Crash
Min Shu, University of Wisconsin-Stout
2:15 PM
A Hierarchical Bayesian Approach to Detecting Structural Changes in Bank Liquidity Premia
Padma Ranjini Sharma, Federal Reserve Bank of Kansas City
CS05 -
Assessing the Impact of COVID-19 Across Domains
Lightning
Wed, Jun 2, 1:10 PM - 2:45 PM
Chair(s): Brennan Bean, Utah State University
1:15 PM
Monitoring Demographics of Enrolling Participants in COVID-19 Phase 3 Vaccine Studies using Tableau
Presentation
Rohit Banerjee, Fred Hutchinson Cancer Research Center
1:20 PM
WITHDRAWN Covid-19 Trends and Analysis in the New England Region
1:25 PM
Exploring the Effects of Various U.S. Policies since the COVID-19 Outbreak using SIR-based Models
David Han, The University of Texas at San Antonio
1:30 PM
Aggregating Statistical Models and Human Judgment to forecast COVID-19
Damon Luk, Lehigh University
1:35 PM
Forecasting COVID-19 Hospital Census: A Multivariate Time-series Model Based on Local Infection Incidence
Presentation
Hieu Minh Nguyen, Center for Outcomes Research and Evaluation, Atrium Health
1:40 PM
Exploring Business Operations through Network Visualization
Joshua Logan Colburn, SciLine, AAAS
1:45 PM
The Impact of COVID-19 on Elected Official Rhetoric and Framing of Healthcare Issues
Presentation
Catherine C. Pollack, Dartmouth College
1:50 PM
The Interplay of Demographic Variables and Social Distancing Scores in the Deep Prediction of US Covid-19 Cases
Francesca Tang, Princeton University
1:55 PM
Age and Gender Perspective of COVID-19 Mortality in San Diego County
Presentation
Sarah Jing Dong, Westview High School
2:00 PM
What Most Affects the Probability of Receiving Public Assistance? Examining the Effect of Family Background and Educational Attainment on Receiving Public Assistance with Multivariate Regression
Presentation
Patricia Vargas, Oregon State University
2:05 PM
Measuring the progression of COVID-19 on social media
Marco J.H. Puts, Statistics Netherlands
2:10 PM
WITHDRAWN COVID-19 and Financial News: Using Text Analytics to Assess Bank Networks During Crisis
2:15 PM
WITHDRAWN 2020 United States Presidential Election Prediction Model
2:20 PM
Network Group Testing
Paolo Bertolotti, MIT
2:25 PM
Machine Learning Methods for Online Panel-based Surveys
Presentation
Yulei He, CDC
2:30 PM
Network Structure of Cross-Currency Swap Market During the COVID-19 Crisis
Kazuaki Washimi, Bank of Japan
2:35 PM
WITHDRAWN An Integer-Valued GARCH Process to Model Cases of COVID-19
Thursday, June 3
CS06 -
Shaping Human Health with Data
Refereed
Thu, Jun 3, 10:00 AM - 11:35 AM
Chair(s): Julia Buffinton, LMI
10:05 AM
Prescription Opioid Epidemic: Current Trends, Analysis, and Interpretation
Presentation
Thomas Bryan, BGD
10:35 AM
Predicting Adverse Drug Reactions (ADR) Using Physiological Time Series Data Obtained in the Intensive Care Unit (ICU): A Case Study
Jason Lee, Johns Hopkins University Applied Physics Laboratory
11:05 AM
SVM-Based Models for Pill Shape Classification
Presentation
William Franz Lamberti, George Mason University
CS10 -
Classification and Simulation: Methods, Analyses, and Applications
Lightning
Thu, Jun 3, 10:00 AM - 11:35 AM
Chair(s): Stanislav Kolenikov, Abt Associates
10:05 AM
Auto-classification of occupational data
Presentation
Ning Chong, Ministry of Manpower
10:10 AM
Identifying different types of companies via their website text
Piet J. Daas, Eindhoven University of Technology
10:15 AM
Identifying the Tone of FOMC Statements Using a Natural Language Processing Tool
Taeyoung Doh, Federal Reserve Bank of Kansas City
10:20 AM
Using Data Visualization to Tell the Complex Story of Language Use Trends in United States
Heather Hisako Kitada Smalley, Willamette University
10:25 AM
How SciLine Solved its Multi-Label Classification Problem
Joshua Logan Colburn, SciLine, AAAS
10:30 AM
An Extension of DEIM for Class Identification
Emily Hendryx, University of Central Oklahoma
10:35 AM
Character-Level Representation Model for Domain-Specific Short Text
Xinming Li, Global Tech, Walmart
10:40 AM
An Algorithm for Discrete Logistic Classification for Sparse Tables
Yves Thibaudeau, U.S. Census Bureau
10:45 AM
Classification of Longitudinal Data with Irregularly Spaced Intervals: Mixture-Based Mixed Effects Models Versus Post-Hoc Mixture Models of the Best Linear Unbiased Predictors (BLUP) from Linear Mixed
Md Jobayer Hossain, Nemours Children Hospital System, A. I. Dupont Hospital for Children
10:50 AM
Robust Meta-Analysis for Large-Scale Genomic Experiments based on an Empirical Approach
Sinjini Sikdar, Old Dominion University
10:55 AM
Disease Associated Network Detection in Multi-Omic Single-Cell Experiments
Lorin Towle-Miller, University at Buffalo
11:00 AM
An empirical Bayes approach to estimating dynamic models of co-regulated gene expression
Sara Venkatraman, Cornell University
11:05 AM
Pathway and Gene Selection with Guided Regularized Random Forests
Tyler Cook, University of Central Oklahoma
11:10 AM
WITHDRAWN Prediction Interval of Air Pollutants Concentration by Nonparametric Regression Analysis
11:15 AM
Bayesian wavelet-packet historical functional linear models
Mark J Meyer, Georgetown University
11:20 AM
Using Simulation-Based Inference to mitigate instrumental biases in X-ray telescopes
Daniela Huppenkothen, SRON Netherlands Institute for Space Research
11:25 AM
Regional and Sectoral Structures and Their Dynamics of the Chinese Economy: A Network Perspective from Multi-Regional Input-Output Tables
Jun Yan, University of Connecticut
11:30 AM
Connecting the Popularity Adjusted Block Model to the Generalized Random Dot Product Graph
Presentation
John Koo, Indiana University
CS11 -
Administrative Data Analysis Shaping Decisions
Refereed
Thu, Jun 3, 1:10 PM - 2:45 PM
Chair(s): Mian Shams Adnan, Bowling Green State University
1:15 PM
Learning About Homelessness Using Linked Survey and Administrative Data
Angela Jean Wyse, University of Chicago
1:45 PM
Equitable Prediction of Suicide from Administrative Patient Records
Majerle Reeves, University of California, Merced
2:15 PM
Disambiguating Patent Inventors, Assignees, and Their Locations in PatentsView
Christina Jones, American Institutes for Research
CS14 -
Data-Driven Healthcare
Lightning
Thu, Jun 3, 1:10 PM - 2:45 PM
Chair(s): Wendy Martinez, Bureau of Labor Statistics
1:15 PM
Long-Term and High-Exposure Effects of NB-UVB Phototherapy in Relation to Increased Risks of Skin Cancers: A 30-Year Cancer Registry Linkage Study
Khaled Bedair, Faculty of Commerce, Tanta University
1:20 PM
CNVScope: Visually Exploring Copy Number Aberrations in Cancer Genomes
James L T Dalgleish, National Cancer Institute, Center for Cancer Research, Genetics Branch
1:25 PM
Temporal Prediction of Future Disease States using High-dimensional Covariates
Sandipan Dutta, Old Dominion University
1:30 PM
Creation of Breast Cancer Subtypes Through a Consensus-Based Network Approach
Christina Horr, University of Notre Dame
1:35 PM
Did Increasing Continuity of Care Protect Patients with Chronic Disease from Emergency and Hospitalization Readmission? A Cohort Spatial-Temporal Study in Mississippi
Phi Le, University of Mississippi Medical Center
1:40 PM
NCHS Data Linkage Program: Leveraging the Nation’s Health Data for Evidence-Based Decision-Making
Lisa B. Mirel, CDC/NCHS
1:45 PM
Real-Time Client Attrition Prediction in the Nurse Family Partnership Home Visiting Program
Kaushik Mohan, Two Sigma
1:50 PM
Empirical Calibration of a Simulation Model of Opioid Use Disorder
Anusha Madushani Rajapaksha Wasala Mudiyanselage, Boston Medical Center
1:55 PM
Random Survival Forests for Dynamic Prediction of a Time-to-event outcome using a Longitudinal Biomarker
Krithika Suresh, University of Colorado
2:00 PM
County-level Low Birth Weight Rates and Associated Contextual Factors in the United States, 2011-2016
Pallavi Dwivedi, University of Maryland College Park
2:05 PM
A Population-Based Study of Associations Between Attainment of Incentivized Primary Care Indicators and Emergency Hospital Admissions Among Those with Type 2 Diabetes in England
Laura H Gunn, University of North Carolina at Charlotte & Imperial College London
2:10 PM
Important factors to predict Anemia during the treatment of Malaria in HIV-infected population
Yein Jeon, Georgetown University
2:15 PM
Identification of latent relationships between disability rates and socio-geographic variables in veterans utilizing Machine Learning methods
Gina McKernan, University of Pittsburgh
2:20 PM
Survival Analysis Based on Statistical Modeling Versus Cox Proportional Hazard Model of Multiple Myeloma Cancer Patients
Lohuwa Mamudu, University of South Florida
2:25 PM
Sequential Pattern Mining of Electronic Health Record for Early Diagnosis of Amyotrophic Lateral Sclerosis
Lily Sun, Stanford OHS
2:30 PM
Trinary (+/0/-) Categorization for Tracing Step-Based Shifts over Time and Identifying Hot Spots in Big Data
Turkan Kumbaraci Gardenier, Teka Trends, Inc.
2:35 PM
Bayesian Estimation of Program-Specific Impacts in the HPOG Program
Stanislav Kolenikov, Abt Associates
2:40 PM
Image clustering of brain tumor patients using 3D convolutional auto-encoder
Seyed Mohammad Hadi Hosseini, St. Jude Children's Research Hospital
Friday, June 4
CS16 -
Data Science Shaping Innovative Applications
Refereed
Fri, Jun 4, 11:25 AM - 1:00 PM
Chair(s): Jessica Moore, LMI
11:30 AM
Community Detection in Open Source Software Collaboration Networks
Behnaz Moradijamei, University of Virginia
12:00 PM
Improving Election Predictions: A Statistical Investigation of Crucial Swing State Behavior in the Past
Presentation
Mason Chen, Stanford OHS
CS20 -
Bio-Data Science
Refereed
Fri, Jun 4, 1:20 PM - 2:55 PM
Chair(s): Turkan Kumbaraci Gardenier, Teka Trends, Inc.
1:25 PM
Examining Leading Indicators for COVID-19 Incidence Case Growth
Vishnu Shankar, Stanford University
1:55 PM
Propagating Uncertain Functional Inputs Through Neutronics Simulations
Scott Vander Wiel, Los Alamos National Laboratory
CS25 -
Geo-Spatial Data Analysis
Refereed
Fri, Jun 4, 3:20 PM - 4:55 PM
Chair(s): Brennan Bean, Utah State University
3:25 PM
Quantifying the Effects of Passenger-Level Heterogeneity on Transit Journey Times
Ramandeep Singh, Imperial College London
3:55 PM
Evaluating Fairness in the Presence of Spatial Autocorrelation
Subhabrata Majumdar, AT&T Labs - Research
4:25 PM
Statistical Learning for Predicting Electron Dynamics
Prachi Gupta, University of California, Merced
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