Peter R. Bakhit

Prediction of Near-Crashes from Observed Vehicle Kinematics using Machine Learning

Osama A. Osman, Mustafa Hajij, Peter R. Bakhit et al. · Transportation Research Record Journal of the Transportation Research Board · 2019 · 62 citations

Engineering, Machine Learning, Machine Learning Tool +17

A Comparative Analysis of Tree-Based Ensemble Methods for Detecting Imminent Lane Change Maneuvers in Connected Vehicle Environments

Saleh Mousa, Peter R. Bakhit, Osama A. Osman et al. · Transportation Research Record Journal of the Transportation Research Board · 2018 · 58 citations

Engineering, Machine Learning, Vehicle Dynamic +21

An extreme gradient boosting method for identifying the factors contributing to crash/near-crash events: a naturalistic driving study

Saleh Mousa, Peter R. Bakhit, Sherif Ishak · Canadian Journal of Civil Engineering · 2019 · 57 citations

Naturalistic Driving Study, Engineering, Machine Learning +23

Crash and Near-Crash Risk Assessment of Distracted Driving and Engagement in Secondary Tasks: A Naturalistic Driving Study

Peter R. Bakhit, Beibei Guo, Sherif Ishak · Transportation Research Record Journal of the Transportation Research Board · 2018 · 32 citations

Engineering, Perennial Safety Concern, Safety Science +25

Detecting Imminent Lane Change Maneuvers in Connected Vehicle Environments

Peter R. Bakhit, Osama A. Osman, Sherif Ishak · Transportation Research Record Journal of the Transportation Research Board · 2017 · 27 citations

Engineering, Machine Learning, Advanced Driver-assistance System +23