Nada Mahmoud

CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety-Oriented Research and Digital Twins

Ou Zheng, Mohamed Abdel‐Aty, Lishengsa Yue et al. · Transportation Research Record Journal of the Transportation Research Board · 2023 · 187 citations

Computing, Autonomous Systems, Computer Science +16

Predicting cycle-level traffic movements at signalized intersections using machine learning models

Nada Mahmoud, Mohamed Abdel‐Aty, Qing Cai et al. · Transportation Research Part C Emerging Technologies · 2021 · 46 citations

Engineering, Computer Science, Transportation Planning +16

Sequence-to-Sequence Recurrent Graph Convolutional Networks for Traffic Estimation and Prediction Using Connected Probe Vehicle Data

Amr Abdelraouf, Mohamed Abdel‐Aty, Nada Mahmoud · IEEE Transactions on Intelligent Transportation Systems · 2022 · 45 citations

Engineering, Computer Science, Transportation Planning +17

Vulnerable road users’ crash hotspot identification on multi-lane arterial roads using estimated exposure and considering context classification

Nada Mahmoud, Mohamed Abdel‐Aty, Qing Cai et al. · Accident Analysis & Prevention · 2021 · 44 citations

Planning, Automotive Engineering, Injury Prevention +16

Using CNN-LSTM to predict signal phasing and timing aided by High-Resolution detector data

Zubayer Islam, Mohamed Abdel‐Aty, Nada Mahmoud · Transportation Research Part C Emerging Technologies · 2022 · 37 citations

Computing, Computer Science, Machine Learning +11