S1: Speed Session 1 -- WSDS 2025

01. Fake Review Detection on Amazon using Deep Neural Network

3:00 PM - 4:00 PM

Co-authors: J.M. Thilini Jayasinghe (University of Dayton), Sachith Dassanayaka (Wittenberg University), J.M. Thilini Jayasinghe (University of Dayton)

Convolutional Neural Network Bootstrap Natural Language Processing

02. Association between telemedicine or in-person follow-up visits and return hospitalization

3:00 PM - 4:00 PM

Co-authors: Austin S. Kilaru (University of Pennsylvania), Angira Mondal (University of Pennsylvania), Angira Mondal (University of Pennsylvania), Sophia Jesteen (University of Pennsylvania), Dane Isenberg (University of Pennsylvania), Hashem Zikry (University of California, Los Angeles), Zachary F. Meisel (University of Pennsylvania)

Follow-up visits Telemedicine In-person visits Return hospitalization Multivariable logistic regression Time-to-event analysis

Withdrawn - 03. The Impact of Neighborhood Food Insecurity on Type-2 Diabetes Prevalence Amid Measurement Error

3:00 PM - 4:00 PM

Co-authors: Cassandra Hung (Wake Forest University), Darcy Green (University of Chicago), Darcy Green (University of Chicago), Sarah Lotspeich (Wake Forest University)

Measurement Error Food Insecurity Type 2 diabetes Health disparities

04. ComBat-Predict Improves Generalizability of Traditional and Normative Cortical Thickness Modeling to a New Site

3:00 PM - 4:00 PM

Co-authors: Yao Xin (Medical University of South Carolina), Andrew Chen, Yao Xin (Medical University of South Carolina), Aaron Alexander-Bloch (University of Pennsylvania)

ComBat Cortical Thickness Harmonization Multi-site analysis Site effect Alzheimer’s Disease Neuroimaging Initiative (ADNI)

05. The Role of Peer Networks and Demographic Factors in Adolescent Binge Drinking: A Cross-Sectional Study of Southern California High Schools

3:00 PM - 4:00 PM

Co-authors: Kristina Miljkovic (University of Southern California), Sarah Piombo (Department of Medical Oncology, Dana-Farber Cancer Institute/Harvard Cancer Center), Kristina Miljkovic (University of Southern California), Jessica Barrington-Trimis (University of Southern California), Thomas Valente (University of Southern California)

social network analysis binge drinking high school students

06. Improved Inventory Distributions for Los Alamos National Laboratory's Area G Performance Assessment and Composite Analysis Modeling

3:00 PM - 4:00 PM

Co-authors: Emmie Boettcher (Neptune and Company, Inc.), Emmie Boettcher (Neptune and Company, Inc.)

Radioactive Waste Management Monte Carlo Simulation Software GoldSim Distribution Elicitation

07. Impacts of Migration on Coastal Adaptation Costs and Damages

3:00 PM - 4:00 PM

Co-authors: Carolina Estevez Loza (Rochester Institute of Tecnology), Tony E. Wong (Rochester Institute of Technology), Carolina Estevez Loza (Rochester Institute of Tecnology)

Sea level rise Migration Coastal adaptation Economic impacts Adaptation planing

08. Empowering Environmental Education Through a Data Visualization Tool

3:00 PM - 4:00 PM

Co-authors: Nora Lee Reinhardt (Loyola University Chicago), Mena Whalen (Loyola University Chicago), Nora Lee Reinhardt (Loyola University Chicago), Ping Jing (Loyola University Chicago School of Environmental Sustainability)

Environmental Justice Data Visualization Air Quality Monitoring

Withdrawn - 09. Neural Network-Based High-Dimensional Survival Analysis with Measurement Error

3:00 PM - 4:00 PM

Co-authors: Yuanyuan Luan, Carmen Tekwe (Indiana University), Yuanyuan Luan, Caihong Qin (Indiana University), Lan Xue (Oregon State University), Roger Zoh (Indiana University)

Neural Network Survival Analysis High Dimension Measurement Error physical activity

10. Navigating Difficult Conversations in Healthcare: The Use of AI Chatbots in Training Undergraduate and Graduate Nursing Students

3:00 PM - 4:00 PM

Co-authors: Samantha Phillips (Creighton University), Samantha Phillips (Creighton University), Lindsay Iverson (Creighton University), Tamara Oliver (Creighton University), Rachel Malander (Creighton University), Steven Fernandes (Creighton University)

AI Chatbots Navigating Difficult Conversations in Healthcare

11. Health Inequities from Climate Change-related Extreme Weather Events among Adults in California

3:00 PM - 4:00 PM

Co-authors: Kathy Hoang (University of California, Los Angeles), Kathy Hoang (University of California, Los Angeles)

Extreme Weather Events Climate Change and Mental Health Health Disparities Socioeconomic and Racial Inequities Psychological Distress Wildfire Smoke Exposure

12. Legal Counsel's Impact on Eviction Case Outcomes in Dallas County

3:00 PM - 4:00 PM

Co-authors: Alexandra Thibeaux (Southern Methodist University), Alexandra Thibeaux (Southern Methodist University), Banu Pullaiahnaidu (Southern Methodist University), Bethel Kumsa (Southern Methodist University)

Evictions

13. Advancing multilevel Bayesian network with efficient Bayesian inference

3:00 PM - 4:00 PM

Co-authors: Harvard Rue (King Abdullahi University of Science and Technology), Janet Van Niekerk (King Abdullahi University of Science and Technology and University of Pretoria), Legesse Kassa Debusho (University of South Africa), Bezalem Eshetu Yirdaw (University of South Africa), Bezalem Eshetu Yirdaw (University of South Africa)

S1: Speed Session 1

13 Presentations