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* = applied session ! = JSM meeting theme
Activity Details
131 * !
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Mon, 8/3/2020,
1:00 PM -
2:50 PM
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Virtual
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The Future of Transportation: The Predicting Power of Driver Behavior Data — Topic Contributed Papers
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Transportation Statistics Interest Group
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Organizer(s): Linda Ng Boyle, University of Washington
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Chair(s): Feng Guo, Virginia Tech Transportation Institute
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1:05 PM
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Assessing Drivers' Collision Risk with Fleet Telematics: A Case-Study from South Korean Car Rental Operations
Davide Gentile, University of Toronto; Dongsoon David Min, SK Networks; Trevor Waite, University of Toronto; Birsen Donmez, University of Toronto
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1:25 PM
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Predicting Driver Behavior at a Crosswalk Using Kinematic Time-Series Data
Huizhong Guo, University of Washington; Linda Ng Boyle, University of Washington
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1:45 PM
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Using Inverse Reinforcement Learning to Predict the Impact of Distraction on Future Driver Performance
Mayuree Binjolkar, University of Washington; Linda Ng Boyle, University of Washington
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2:05 PM
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Ride-Hailing Driver Risk Assessment
Chen Qian
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2:25 PM
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Discussant: Birsen Donmez, University of Toronto
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4:45 PM
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Floor Discussion
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220
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Tue, 8/4/2020,
10:00 AM -
2:00 PM
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Virtual
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Contributed Poster Presentations: Transportation Statistics Interest Group — Contributed Poster Presentations
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Transportation Statistics Interest Group
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1:
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Bayesian Estimation of Drivers’ Gap Selections and Reaction Times in Left-Turning Crashes from Event Data Recorder Pre-Crash Data
Gary Davis, University of Minnesota
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2:
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“Use of Big Data to REDUCE Traffic Crashes via Enhancements to Models Using Surrogate Measures of Risk”
John McFadden, Federal Highway Administration; Seri Park, Villanova University; Q.B. Chung, Villanova University; Roya Amjadi, Federal Highway Administration; Andrew Graettinger, University of Wisconsin - Milwaukee
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3:
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Identifying Similarities Between Risky Driver Behaviors Using Multivariate Dynamic Time Warping
Michal Monselise, Drexel University; Christopher Yang, Drexel University
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4:
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Road Safety Scheme Evaluation Using Propensity Score Weighted Regression
Joe Matthews
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5:
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Factors Affecting Transportation Safety: Results of a Large Naturalistic Driving Study
Steve Rigdon, Saint Louis University; Miao Cai, Saint Louis University
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6:
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A Random Effects Model to Capture Seasonal and Zonal Effects on Road Traffic Collisions
Nicola Hewett, Newcastle University; Lee Fawcett, Newcastle University; Joe Matthews, Newcastle University; Neil Thorpe, Newcastle University; Karsten Kremer, PTV Group
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8:
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The Zero Inflated Conway-Maxwell-Poisson Generalized Linear Model for Analyzing Motor Vehicle Crash Data
Xiaomeng Li; Dipak K Dey, University of Connecticut
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