Changes in Commuter Behavior from COVID-19 Lockdowns in the Atlanta Metropolitan Area

no code implementations • 27 Feb 2023 • Tejas Santanam, Anthony Trasatti, Hanyu Zhang, Connor Riley, Pascal Van Hentenryck, Ramayya Krishnan

This paper analyzes the impact of COVID-19 related lockdowns in the Atlanta, Georgia metropolitan area by examining commuter patterns in three periods: prior to, during, and after the pandemic lockdown.

Clustering Word Embeddings

Public Transit for Special Events: Ridership Prediction and Train Optimization

no code implementations • 9 Jun 2021 • Tejas Santanam, Anthony Trasatti, Pascal Van Hentenryck, Hanyu Zhang

This paper proposes a suite of data-driven techniques that exploit Automated Fare Collection (AFC) data for evaluating, anticipating, and managing the performance of transit systems during recurring congestion peaks due to special events.