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07/16/2022
Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data
This paper presents a novel method to compute various measures of effect...
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04/14/2021
Impact of risk factors on work zone crashes using logistic models and Random Forest
Work zone safety is influenced by many risk factors. Consequently, a com...
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09/20/2020
Network and Station-Level Bike-Sharing System Prediction: A San Francisco Bay Area Case Study
The paper develops models for modeling the availability of bikes in the ...
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08/13/2020
An In-Depth Analysis of Ride-Hailing Travel Using a Large-scale Trip-Based Dataset
With the rapid increase in ride-hailing (RH) use, a need to better under...
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08/10/2020
Bicycle Longitudinal Motion Modeling
This research effort uses vehicular traffic flow techniques to model bic...
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08/10/2020
Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks
Vehicle acceleration and deceleration maneuvers at traffic signals resul...
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08/10/2020
Ride-hailing Impacts on Transit Ridership: Chicago Case Study
Existing literature on the relationship between ride-hailing (RH) and tr...
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07/30/2020
Developing a Novel Crowdsourcing Business Model for Micro-Mobility Ride-Sharing Systems: Methodology and Preliminary Results
Micro-mobility ride-sharing is an emerging technology that provides acce...
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06/13/2020
Modeling bike counts in a bike-sharing system considering the effect of weather conditions
The paper develops a method that quantifies the effect of weather condit...
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06/12/2020
Smartphone Transportation Mode Recognition Using a Hierarchical Machine Learning Classifier and Pooled Features From Time and Frequency Domains
This paper develops a novel two-layer hierarchical classifier that incre...
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06/12/2020
Modeling bike availability in a bike-sharing system using machine learning
This paper models the availability of bikes at San Francisco Bay Area Bi...
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06/12/2020
Vulnerable Road User Detection Using Smartphone Sensors and Recurrence Quantification Analysis
With the fast advancements of the Autonomous Vehicle (AV) industry, dete...
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01/29/2020
A Repeated Game Freeway Lane Changing Model
Lane changes are complex safety and throughput critical driver actions. ...
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01/02/2020
Vehicle Platooning Impact on Drag Coefficients and Energy/Fuel Saving Implications
In this paper, empirical data from the literature are used to develop ge...
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10/08/2018