11 citations · 17 across the 4 of their papers we have counts for
4 papers
Pedestrian Safety and Traffic Operations Around Near-Side Versus Far-Side Transit Stops: Emerging Observational Evidence from Utah
Fariba Soltani Mandolakani, Atul Subedi, Patrick A. Singleton +1
This research project's objective was to investigate the impacts of transit stop location (near-side versus far-side) on pedestrian safety and traffic operations. Three different v…
Exploring the Impacts of Air Quality on Travel Behavior and Activity Participation: Evidence from Travel Diary Surveys in Northern Utah
Fariba Soltani Mandolakani, Mahyar Vahedi Saheli, Patrick A. Singleton
In this study, we explored whether and how area-wide air pollution affected individuals' activity participation and travel behaviors, and how these effects differed by neighborhood…
Exploring the Determinants of Pedestrian Crash Severity Using an AutoML Approach
Amir Rafe, Patrick A. Singleton
This study investigates pedestrian crash severity through Automated Machine Learning (AutoML), offering a streamlined and accessible method for analyzing critical factors. Utilizin…
Exploring Factors Affecting Pedestrian Crash Severity Using TabNet: A Deep Learning Approach
Amir Rafe, Patrick A. Singleton
This study presents the first investigation of pedestrian crash severity using the TabNet model, a novel tabular deep learning method exceptionally suited for analyzing the tabular…