Ramin Arvin

Classifying travelers' driving style using basic safety messages generated by connected vehicles: Application of unsupervised machine learning

Amin Mohammadnazar, Ramin Arvin, Asad J. Khattak · Transportation Research Part C Emerging Technologies · 2020 · 197 citations

Engineering, Machine Learning, Data Science +12

Safety evaluation of connected and automated vehicles in mixed traffic with conventional vehicles at intersections

Ramin Arvin, Asad J. Khattak, Mohsen Kamrani et al. · Journal of Intelligent Transportation Systems · 2020 · 146 citations · Full text

Engineering, Safety Science, Advanced Driver-assistance System +19

How instantaneous driving behavior contributes to crashes at intersections: Extracting useful information from connected vehicle message data

Ramin Arvin, Mohsen Kamrani, Asad J. Khattak · Accident Analysis & Prevention · 2019 · 122 citations

Extracting Useful Information, Engineering, Data Science +12

Exploring the who, what, when, where, and why of automated vehicle disengagements

A. Boggs, Ramin Arvin, Asad J. Khattak · Accident Analysis & Prevention · 2019 · 120 citations

Automated Vehicles, Engineering, Autonomous Vehicles +12

Integration of automated vehicles in mixed traffic: Evaluating changes in performance of following human-driven vehicles

Iman Mahdinia, Amin Mohammadnazar, Ramin Arvin et al. · Accident Analysis & Prevention · 2021 · 117 citations

Automated Vehicles, Intelligent Traffic Management, Human-driven Vehicles +9