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Nada Mahmoud
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CitySim: a drone-based vehicle trajectory dataset for safety-oriented research and digital twins
O Zheng, M Abdel-Aty, L Yue, A Abdelraouf, Z Wang, N Mahmoud
Transportation research record 2678 (4), 606-621, 2024
902024
Predicting cycle-level traffic movements at signalized intersections using machine learning models
N Mahmoud, M Abdel-Aty, Q Cai, J Yuan
Transportation research part C: emerging technologies 124, 102930, 2021
472021
Sequence-to-sequence recurrent graph convolutional networks for traffic estimation and prediction using connected probe vehicle data
A Abdelraouf, M Abdel-Aty, N Mahmoud
IEEE Transactions on Intelligent Transportation Systems 24 (1), 1395-1405, 2022
312022
Vulnerable road users’ crash hotspot identification on multi-lane arterial roads using estimated exposure and considering context classification
N Mahmoud, M Abdel-Aty, Q Cai, O Zheng
Accident Analysis & Prevention 159, 106294, 2021
292021
Using CNN-LSTM to predict signal phasing and timing aided by High-Resolution detector data
Z Islam, M Abdel-Aty, N Mahmoud
Transportation research part C: emerging technologies 141, 103742, 2022
212022
Freeway crash prediction models with variable speed limit/variable advisory speed
T Hasan, M Abdel-Aty, N Mahmoud
Journal of transportation engineering, Part A: Systems 149 (3), 04022159, 2023
202023
Developing a grouped random parameter beta model to analyze drivers’ speeding behavior on urban and suburban arterials with probe speed data
Q Cai, M Abdel-Aty, N Mahmoud, J Ugan, MA Ma'en
Accident Analysis & Prevention 161, 106386, 2021
202021
Estimating cycle-level real-time traffic movements at signalized intersections
N Mahmoud, M Abdel-Aty, Q Cai, J Yuan
Journal of intelligent transportation systems 26 (4), 400-419, 2022
182022
Multivariate Poisson-Lognormal models for predicting peak-period crash frequency of joint on-ramp and merge segments on freeways
A Faden, M Abdel-Aty, N Mahmoud, T Hasan, H Rim
Transportation research record 2678 (3), 133-147, 2024
132024
Effect of various speed management strategies on bicycle crashes for urban roads in central Florida
J Ugan, M Abdel-Aty, Q Cai, N Mahmoud, M Al-Omari
Transportation research record 2676 (1), 544-555, 2022
122022
Short-term safety performance functions for freeways including high occupancy vehicle lanes
J Fu, M Abdel-Aty, N Mahmoud, Y Wu
Transportation research record 2677 (1), 1634-1645, 2023
102023
Multivariate approach to peak-period models for crash types and severities in variable speed systems on freeways
T Hasan, M Abdel-Aty, N Mahmoud
Transportation research record 2678 (5), 362-380, 2024
92024
Multi-vehicle safety functions for freeway weaving segments using lane-level traffic data
H Rim, M Abdel-Aty, N Mahmoud
Accident Analysis & Prevention 188, 107113, 2023
92023
Factors contributing to operating speeds on arterial roads by context classifications
N Mahmoud, M Abdel-Aty, Q Cai
Journal of transportation engineering, Part A: Systems 147 (8), 04021040, 2021
92021
Analyzing the difference between operating speed and target speed using mixed-effect ordered logit model
N Mahmoud, M Abdel-Aty, Q Cai, M Abuzwidah
Transportation research record 2676 (9), 596-607, 2022
72022
CitySim: A drone-based vehicle trajectory dataset for safety oriented research and digital twins. arXiv 2022
O Zheng, M Abdel-Aty, L Yue, A Abdelraouf, Z Wang, N Mahmoud
arXiv preprint arXiv:2208.11036, 0
6
The impact of target speed on pedestrian, bike, and speeding crash frequencies
N Mahmoud, M Abdel-Aty, A Abdelraouf
Accident Analysis & Prevention 192, 107263, 2023
42023
Time-specific hierarchical models for predicting crash frequency of reversible and high-occupancy vehicle lanes
J Fu, M Abdel-Aty, N Mahmoud
Accident Analysis & Prevention 181, 106953, 2023
42023
Development of Crash Prediction Models for Short-term Durations
M Abdel-Aty, N Eluru, N Mahmoud, J Fu, H Rim, T Hasan, A Faden, ...
NCHRP Research Report, 2023
2023
Safety and Operations of Urban Arterials Incorporating the Context Classification System
N Mahmoud
2021
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