Amin Mohammadnazar

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

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

Quality of location-based crowdsourced speed data on surface streets: A case study of Waze and Bluetooth speed data in Sevierville, TN

Nima Hoseinzadeh, Yuandong Liu, Lee D. Han et al. · Computers Environment and Urban Systems · 2020 · 48 citations

Engineering, Bluetooth Speed Data, Data Science +12

Understanding how relationships between crash frequency and correlates vary for multilane rural highways: Estimating geographically and temporally weighted regression models

Amin Mohammadnazar, Iman Mahdinia, Numan Ahmad et al. · Accident Analysis & Prevention · 2021 · 37 citations

Engineering, Transportation System, Civil Engineering +7

Assessing driving behavior influence on fuel efficiency using machine-learning and drive-cycle simulations

Amin Mohammadnazar, Zulqarnain H. Khattak, Asad J. Khattak · Transportation Research Part D Transport and Environment · 2023 · 22 citations · Full text