Arash Jahangiri

Applying Machine Learning Techniques to Transportation Mode Recognition Using Mobile Phone Sensor Data

Arash Jahangiri, Hesham Rakha · IEEE Transactions on Intelligent Transportation Systems · 2015 · 288 citations

Transportation Mode, Engineering, Machine Learning +21

Crash severity analysis of rear-end crashes in California using statistical and machine learning classification methods

Alidad Ahmadi, Arash Jahangiri, Vincent Berardi et al. · Journal of Transportation Safety & Security · 2018 · 86 citations · Full text

Red-light running violation prediction using observational and simulator data

Arash Jahangiri, Hesham Rakha, Thomas A. Dingus · Accident Analysis & Prevention · 2016 · 75 citations

Violation Prediction, Engineering, Software Testing +7

Multi-class US traffic signs 3D recognition and localization via image-based point cloud model using color candidate extraction and texture-based recognition

Vahid Balali, Arash Jahangiri, Sahar Ghanipoor Machiani · Advanced Engineering Informatics · 2017 · 52 citations

Color Candidate Extraction, Machine Vision, Image Analysis +9

Adopting Machine Learning Methods to Predict Red-light Running Violations

Arash Jahangiri, Hesham Rakha, Thomas A. Dingus · 2015 · 44 citations

Traffic Violations, Machine Learning, Engineering +22