Zubayer Islam

Crash data augmentation using variational autoencoder

Zubayer Islam, Mohamed Abdel‐Aty, Qing Cai et al. · Accident Analysis & Prevention · 2020 · 204 citations

Computing, Computer Science, Data Engineering +11

Factors affecting injury severity at pedestrian crossing locations with Rectangular RAPID Flashing Beacons (RRFB) using XGBoost and random parameters discrete outcome models

Amrita Goswamy, Mohamed Abdel‐Aty, Zubayer Islam · Accident Analysis & Prevention · 2023 · 74 citations

Public Health, Injury Prevention, Pedestrian Planning +15

Traffic conflict prediction using connected vehicle data

Zubayer Islam, Mohamed Abdel‐Aty · Analytic Methods in Accident Research · 2023 · 70 citations

Engineering, Automotive Engineering, Forecasting +13

Towards Next Generation of Pedestrian and Connected Vehicle In-the-Loop Research: A Digital Twin Co-Simulation Framework

Zijin Wang, Ou Zheng, Liangding Li et al. · IEEE Transactions on Intelligent Vehicles · 2023 · 62 citations

Computing, Autonomous Systems, Autonomous Vehicles +16

A Deep Learning Approach to Detect Real-Time Vehicle Maneuvers Based on Smartphone Sensors

Pei Li, Mohamed Abdel‐Aty, Qing Cai et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 48 citations

Computing, Automotive Engineering, Computer Science +17