Mohamed A. Abdel-Aty

76 papers Journal 68Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Arterial Network Traffic State Prediction with Connected Vehicle Data: An Abnormality-Aware Spatiotemporal Network. CoRR Lei Han, Mohamed A. Abdel-Aty, Yang-Jun Joo
2026	J	`jnl`	Driving Decision-Making at Freeway Weaving Segments Using Relational Graph Attention Network and Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. Zijin Wang, Mohamed A. Abdel-Aty, Dongdong Wang
2026	J	`jnl`	Drone-Supervised Multimodal Sensor Fusion for Infrastructure-Based Vehicle Detection in Bird's Eye View. IEEE Internet Things J. Insan Arafat Jahan, Mohamed A. Abdel-Aty, Zubayer Islam
2026	J	`jnl`	Examining the Adoption of Autonomous Vehicles in China, Considering Factors Related to Human Behavior, Automation, and the Environment. Int. J. Hum. Comput. Interact. Suyi Mao, Jaeyoung Jay Lee, Farrukh Baig, Mohamed A. Abdel-Aty, Md Rakibul Islam, Yong Hoon Kim
2026	J	`jnl`	Large-Scale Real-Time Crash Prediction: A Comprehensive System and Analyses. IEEE Trans. Intell. Transp. Syst. Samgyu Yang, Mohamed A. Abdel-Aty, Zubayer Islam, Dongdong Wang, Heesub Rim, Md Rakibul Islam, Tarek Hasan, Lei Han
2026	J	`jnl`	MMCAformer: Macro-Micro Cross-Attention Transformer for Traffic Speed Prediction with Microscopic Connected Vehicle Driving Behavior. CoRR Lei Han, Mohamed A. Abdel-Aty, Younggun Kim, Yang-Jun Joo, Zubayer Islam
2026	J	`jnl`	Real-time Secondary Crash Likelihood Prediction Excluding Post Primary Crash Features. CoRR Lei Han, Mohamed A. Abdel-Aty, Zubayer Islam, Chenzhu Wang
2025	J	`jnl`	Advanced Crash Causation Analysis for Freeway Safety: A Large Language Model Approach to Identifying Key Contributing Factors. CoRR Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty, Samgyu Yang, Abdulrahman Faden
2025	J	`jnl`	Analytical and numerical treatment of a nonlinear Fredholm integral equation in two dimensions. J. Appl. Math. Comput. Jihan Alahmadi, Mohamed A. Abdou, Mohamed A. Abdel-Aty
2025	J	`jnl`	Evaluating the Effect of Signal Adjustment on Rear-End Conflicts Using High-Resolution Event-Based Data. IEEE Trans. Intell. Transp. Syst. Yang-Jun Joo, Mohamed A. Abdel-Aty, B. M. Tazbiul Hassan Anik, Zubayer Islam
2025	J	`jnl`	SAVeD: A First-Person Social Media Video Dataset for ADAS-equipped vehicle Near-Miss and Crash Event Analyses. CoRR Shaoyan Zhai, Mohamed A. Abdel-Aty, Chenzhu Wang, Rodrigo Vena Garcia
2025	J	`jnl`	Towards Connected Smart Work Zones: Advancing Work Zone Management through Improved Connectivity. CoRR Mariam Nour, Mohamed H. Zaki, Mohamed A. Abdel-Aty
2025	—	`conf`	VRU-Accident: A Vision-Language Benchmark for Video Question Answering and Dense Captioning for Accident Scene Understanding. ICCVW Younggun Kim, Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty
2025	J	`jnl`	VRU-Accident: A Vision-Language Benchmark for Video Question Answering and Dense Captioning for Accident Scene Understanding. CoRR Younggun Kim, Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty
2025	—	`conf`	VRU-CIPI: Crossing Intention Prediction at Intersections for Improving Vulnerable Road Users Safety. CVPR Workshops Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty, Quoc Dai Tran
2025	J	`jnl`	VRU-CIPI: Crossing Intention Prediction at Intersections for Improving Vulnerable Road Users Safety. CoRR Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty, Quoc Dai Tran
2025	J	`jnl`	Vehicle-Group-Based Crash Risk Prediction and Interpretation on Highways. IEEE Trans. Intell. Transp. Syst. Tianheng Zhu, Ling Wang, Yiheng Feng, Wanjing Ma, Mohamed A. Abdel-Aty
2025	—	`conf`	Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections. WACV (Workshops) Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty, Dongdong Wang
2024	J	`jnl`	A Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction. IEEE Trans. Intell. Veh. Renteng Yuan, Mohamed A. Abdel-Aty, Qiaojun Xiang, Zijin Wang, Xin Gu
2024	J	`jnl`	Analytical and Numerical Approaches via Quadratic Integral Equations. Axioms Jihan Alahmadi, Mohamed A. Abdou, Mohamed A. Abdel-Aty
2024	J	`jnl`	Deep Q-network learning-based active speed management under autonomous driving environments. Comput. Aided Civ. Infrastructure Eng. Kawon Kang, Nuri Park, Juneyoung Park, Mohamed A. Abdel-Aty
2024	—	`conf`	Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. CVPR Workshops Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024	J	`jnl`	Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. CoRR Maged Shoman, Dongdong Wang, Armstrong Aboah, Mohamed A. Abdel-Aty
2024	J	`jnl`	Investigating the Effects of Human-Machine Interface on Cooperative Driving Using a Multi-Driver Co-Simulation Platform. IEEE Trans. Intell. Veh. Zijin Wang, Mohamed A. Abdel-Aty, Lishengsa Yue, Jiahao Zhu, Ou Zheng, Mohamed H. Zaki
2024	J	`jnl`	LSTM + Transformer Real-Time Crash Risk Evaluation Using Traffic Flow and Risky Driving Behavior Data. IEEE Trans. Intell. Transp. Syst. Lei Han, Mohamed A. Abdel-Aty, Rongjie Yu, Chenzhu Wang
2024	J	`jnl`	Spatial Ensemble Distillation Learning for Large-Scale Real-Time Crash Prediction. IEEE Trans. Intell. Transp. Syst. Md Rakibul Islam, Mohamed A. Abdel-Aty, Dongdong Wang, Zubayer Islam
2024	J	`jnl`	Vehicle-group-based Crash Risk Formation and Propagation Analysis for Expressways. CoRR Tianheng Zhu, Ling Wang, Yiheng Feng, Wanjing Ma, Mohamed A. Abdel-Aty
2024	J	`jnl`	Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Computer Vision and Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections. CoRR Ahmed S. Abdelrahman, Mohamed A. Abdel-Aty, Dongdong Wang
2023	—	`conf`	A Data-Driven and Human-Centric EV Charging Recommendation System at City-Scale. e-Energy Jingping Nie, Stephen Xia, Yanchen Liu, Shengxuan Ding, Lanxiang Hu, Minghui Zhao, Yuang Fan, Mohamed A. Abdel-Aty, Matthias Preindl, Xiaofan Jiang
2023	J	`jnl`	A Novel Temporal Multi-Gate Mixture-of-Experts Approach for Vehicle Trajectory and Driving Intention Prediction. CoRR Renteng Yuan, Mohamed A. Abdel-Aty, Qiaojun Xiang, Zijin Wang, Ou Zheng
2023	J	`jnl`	A Unified Approach to Lane Change Intention Recognition and Driving Status Prediction through TCN-LSTM and Multi-Task Learning Models. CoRR Renteng Yuan, Mohamed A. Abdel-Aty, Xin Gu, Ou Zheng, Qiaojun Xiang
2023	J	`jnl`	AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe. CoRR Ou Zheng, Mohamed A. Abdel-Aty, Zijin Wang, Shengxuan Ding, Dongdong Wang, Yuxuan Huang
2023	J	`jnl`	Advances and Applications of Computer Vision Techniques in Vehicle Trajectory Generation and Surrogate Traffic Safety Indicators. CoRR Mohamed A. Abdel-Aty, Zijin Wang, Ou Zheng, Amr Abdelraouf
2023	J	`jnl`	ChatGPT Is on the Horizon: Could a Large Language Model Be All We Need for Intelligent Transportation? CoRR Ou Zheng, Mohamed A. Abdel-Aty, Dongdong Wang, Zijin Wang, Shengxuan Ding
2023	J	`jnl`	Hybrid Functions Approach via Nonlinear Integral Equations with Symmetric and Nonsymmetrical Kernel in Two Dimensions. Symmetry Sahar M. Abusalim, Mohamed A. Abdou, Mohamed A. Abdel-Aty, Mohamed E. Nasr
2023	J	`jnl`	RF-Enhanced Road Infrastructure for Intelligent Transportation. CoRR Dajiang Suo, Heyi Li, Rahul Bhattacharyya, Zijin Wang, Shengxuan Ding, Ou Zheng, Daniel Valderas, Joan Melià-Seguí, Mohamed A. Abdel-Aty, Sanjay E. Sarma
2023	J	`jnl`	Sequence-to-Sequence Recurrent Graph Convolutional Networks for Traffic Estimation and Prediction Using Connected Probe Vehicle Data. IEEE Trans. Intell. Transp. Syst. Amr Abdelraouf, Mohamed A. Abdel-Aty, Nada Mahmoud
2023	J	`jnl`	The University of Central Florida's Smart and Safe Transportation Lab [Its Research Lab]. IEEE Intell. Transp. Syst. Mag. Yisheng Lv, Mohamed A. Abdel-Aty
2023	J	`jnl`	Towards Next Generation of Pedestrian and Connected Vehicle In-the-Loop Research: A Digital Twin Co-Simulation Framework. IEEE Trans. Intell. Veh. Zijin Wang, Ou Zheng, Liangding Li, Mohamed A. Abdel-Aty, Carolina Cruz-Neira, Zubayer Islam
2023	J	`jnl`	TrafficSafetyGPT: Tuning a Pre-trained Large Language Model to a Domain-Specific Expert in Transportation Safety. CoRR Ou Zheng, Mohamed A. Abdel-Aty, Dongdong Wang, Chenzhu Wang, Shengxuan Ding
2023	J	`jnl`	Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding. CoRR Jorge Ugan, Mohamed A. Abdel-Aty, Zubayer Islam
2023	J	`jnl`	inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data. CoRR B. M. Tazbiul Hassan Anik, Zubayer Islam, Mohamed A. Abdel-Aty
2022	J	`jnl`	A Deep Learning Approach to Detect Real-Time Vehicle Maneuvers Based on Smartphone Sensors. IEEE Trans. Intell. Transp. Syst. Pei Li, Mohamed A. Abdel-Aty, Qing Cai, Zubayer Islam
2022	J	`jnl`	CitySim: A Drone-Based Vehicle Trajectory Dataset for Safety Oriented Research and Digital Twins. CoRR Ou Zheng, Mohamed A. Abdel-Aty, Lishengsa Yue, Amr Abdelraouf, Zijin Wang, Nada Mahmoud
2022	J	`jnl`	Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data. CoRR Zubayer Islam, Mohamed A. Abdel-Aty
2022	J	`jnl`	Estimating cycle-level real-time traffic movements at signalized intersections. J. Intell. Transp. Syst. Nada Mahmoud, Mohamed A. Abdel-Aty, Qing Cai, Jinghui Yuan
2022	J	`jnl`	Pedestrian Crossing Intention Prediction at Red-Light Using Pose Estimation. IEEE Trans. Intell. Transp. Syst. Shile Zhang, Mohamed A. Abdel-Aty, Yina Wu, Ou Zheng
2022	J	`jnl`	Real-time Emergency Vehicle Event Detection Using Audio Data. CoRR Zubayer Islam, Mohamed A. Abdel-Aty
2022	J	`jnl`	Towards Next Generation of Pedestrian and Connected Vehicle In-the-loop Research: A Digital Twin Simulation Framework. CoRR Zijin Wang, Ou Zheng, Liangding Li, Mohamed A. Abdel-Aty, Carolina Cruz-Neira, Zubayer Islam
2022	J	`jnl`	Trajectory Prediction for Vehicle Conflict Identification at Intersections Using Sequence-to-Sequence Recurrent Neural Networks. CoRR Amr Abdelraouf, Mohamed A. Abdel-Aty, Zijin Wang, Ou Zheng
2022	J	`jnl`	Using Vision Transformers for Spatial-Context-Aware Rain and Road Surface Condition Detection on Freeways. IEEE Trans. Intell. Transp. Syst. Amr Abdelraouf, Mohamed A. Abdel-Aty, Yina Wu
2022	J	`jnl`	Utilizing Attention-Based Multi-Encoder-Decoder Neural Networks for Freeway Traffic Speed Prediction. IEEE Trans. Intell. Transp. Syst. Amr Abdelraouf, Mohamed A. Abdel-Aty, Jinghui Yuan
2021	J	`jnl`	Evaluation and augmentation of traffic data including Bluetooth detection system on arterials. J. Intell. Transp. Syst. Yaobang Gong, Mohamed A. Abdel-Aty, Juneyoung Park
2021	J	`jnl`	Modeling Real-Time Cycle-Level Crash Risk at Signalized Intersections Based on High-Resolution Event-Based Data. IEEE Trans. Intell. Transp. Syst. Jinghui Yuan, Mohamed A. Abdel-Aty, Lishengsa Yue, Qing Cai
2020	J	`jnl`	An Augmentation Function for Active Pedestrian Safety System Based on Crash Risk Evaluation. IEEE Trans. Veh. Technol. Lishengsa Yue, Mohamed A. Abdel-Aty, Yina Wu, Jinghui Yuan
2020	J	`jnl`	Combined connected vehicles and variable speed limit strategies to reduce rear-end crash risk under fog conditions. J. Intell. Transp. Syst. Yina Wu, Mohamed A. Abdel-Aty, Ling Wang, Md Sharikur Rahman
2020	J	`jnl`	The Practical Effectiveness of Advanced Driver Assistance Systems at Different Roadway Facilities: System Limitation, Adoption, and Usage. IEEE Trans. Intell. Transp. Syst. Lishengsa Yue, Mohamed A. Abdel-Aty, Yina Wu, Ahmed Farid
2019	J	`jnl`	Enhancing In-Vehicle Driving Assistance Information Under Connected Vehicle Environment. IEEE Trans. Intell. Transp. Syst. Juneyoung Park, Mohamed A. Abdel-Aty, Yina Wu, Ilaria Mattei
2019	J	`jnl`	Enhancing traffic safety at school zones by operation and engineering countermeasures: A microscopic simulation approach. Simul. Model. Pract. Theory Md. Hasibur Rahman, Mohamed A. Abdel-Aty, Jaeyoung Lee, Md Sharikur Rahman
2017	—	`conf`	Developing a rear-end crash risk algorithm under fog conditions using real-time data. MT-ITS Yina Wu, Mohamed A. Abdel-Aty, Juneyoung Park
2017	—	`conf`	Reducing real-time crash risk for congested expressway weaving segments using ramp metering. MT-ITS Mohamed A. Abdel-Aty, Ling Wang
2017	J	`jnl`	The Climate Change-Road Safety-Economy Nexus: A System Dynamics Approach to Understanding Complex Interdependencies. Syst. Mehdi Alirezaei, Nuri Cihat Onat, Omer Tatari, Mohamed A. Abdel-Aty
2016	J	`jnl`	Investigating macro-level hotzone identification and variable importance using big data: A random forest models approach. Neurocomputing Ximiao Jiang, Mohamed A. Abdel-Aty, Jia Hu, Jaeyoung Lee
2014	J	`jnl`	Utilizing Microscopic Traffic and Weather Data to Analyze Real-Time Crash Patterns in the Context of Active Traffic Management. IEEE Trans. Intell. Transp. Syst. Rongjie Yu, Mohamed A. Abdel-Aty, Mohamed M. Ahmed, Xuesong Wang
2012	J	`jnl`	Driver Behavior and Preferences for Changeable Message Signs and Variable Speed Limits in Reduced Visibility Conditions. J. Intell. Transp. Syst. Hany M. Hassan, Mohamed A. Abdel-Aty, Keechoo Choi, Saad A. Algadhi
2012	J	`jnl`	The Viability of Using Automatic Vehicle Identification Data for Real-Time Crash Prediction. IEEE Trans. Intell. Transp. Syst. Mohamed M. Ahmed, Mohamed A. Abdel-Aty
2011	J	`jnl`	Two Simplified Intelligent Transportation System-Based Lane Management Strategies for Short-Term Work Zones. J. Intell. Transp. Syst. Rami Harb, Essam Radwan, Mohamed A. Abdel-Aty, Xiaogang Su
2008	J	`jnl`	A Computing Approach Using Probabilistic Neural Networks for Instantaneous Appraisal of Rear-End Crash Risk. Comput. Aided Civ. Infrastructure Eng. Anurag Pande, Mohamed A. Abdel-Aty
2007	J	`jnl`	Crash Risk Assessment Using Intelligent Transportation Systems Data and Real-Time Intervention Strategies to Improve Safety on Freeways. J. Intell. Transp. Syst. Mohamed A. Abdel-Aty, Anurag Pande, Chris Lee, Vikash V. Gayah, Cristina dos Santos
2006	J	`jnl`	ATMS implementation system for identifying traffic conditions leading to potential crashes. IEEE Trans. Intell. Transp. Syst. Mohamed A. Abdel-Aty, Anurag Pande
2006	J	`jnl`	Calibrating a real-time traffic crash-prediction model using archived weather and ITS traffic data. IEEE Trans. Intell. Transp. Syst. Mohamed A. Abdel-Aty, Rajashekar Pemmanaboina
2006	—	`conf`	Evaluating ITS strategies for real-time freeway safety improvement. ITSC Vikash V. Gayah, Cristina dos Santos, Mohamed A. Abdel-Aty, Albinder Dhindsa, Jeremy Dilmore
2006	J	`jnl`	Examination of Multiple Mode/Route-Choice Paradigms Under ATIS. IEEE Trans. Intell. Transp. Syst. Mohamed A. Abdel-Aty, M. Fathy Abdalla
2005	J	`jnl`	A Freeway Safety Strategy for Advanced Proactive Traffic Management. J. Intell. Transp. Syst. Anurag Pande, Mohamed A. Abdel-Aty
1999	J	`jnl`	A Simplified Approach for Developing a Multi-modal Travel Planner. J. Intell. Transp. Syst. Mohamed A. Abdel-Aty
1996	J	`jnl`	The Impact of Advanced Transit Information on Commuters' mode Changing. J. Intell. Transp. Syst. Mohamed A. Abdel-Aty, Paul P. Jovanis, Ryuichi Kitamura