Considerations in Transportation Statistics and Time Series

Mon, Aug 7, 10:30 AM

Charu GuptaChair

Transportation Statistics Interest Group

7 Presentations

Traffic Crash Prediction Modelling Techniques for Use to Improve Roadway Geometric Design Decisions

10:35 AM - 10:50 AM

Seri Park

Co-authors: John McFadden (FHWA- National Highway Institute)

WITHDRAWN Leveraging Mixture Density Networks for Modeling Crash Clearance Duration: A Case of Ohio Freeways

10:50 AM - 11:05 AM

Co-authors: Meshack Mihayo, Emmanuel Kidando (Department of Civil and Environmental Engineering, Cleveland State University), Boniphace Kutela (Roadway Safety Program, Texas A&M Transportation Institute)

Two-stream Video-based Deep Learning Model for Crashes and Near-crashes

11:05 AM - 11:20 AM

Liang Shi (Virginia Tech)

Co-authors: Feng Guo (Virginia Tech)

Exploring Equity in Pedestrian Traffic Safety with Open Source Data: Census Tract Level Study in NV

11:20 AM - 11:35 AM

Seri Park

Co-authors: Suoyao Feng (University of Nevada, Reno)

WITHDRAWN Quantifying the Emission Impact Airport Landside Policy Using Airport Access Mode Choice Model

11:35 AM - 11:50 AM

Co-authors: Yanbo Ge, Monte Lunacek (National Renewable Energy Laboratory), Zhaocai Liu (National Renewable Energy Laboratory), Venu Garikapati (National Renewable Energy Laboratory), Alejandro Henao (National Renewable Energy Laboratory), Robert Fizgerald (National Renewable National Laboratory)

Data-driven fixed point analysis for nonlinear dynamical systems

11:50 AM - 12:05 PM

Sara Venkatraman

Fuzzy clustering of ordinal time series based on two novel distances with financial applications

12:05 PM - 12:20 PM

Angel Lopez Oriona

Session participants

Jack Miller (University of California, Santa Barbara)

Participant