Mingfeng Shang

University of Arizona — United States

Engineering · Physical Sciences

10h-index443citations32works5.62yr avg
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Research Topics

Traffic control and management(17), Transportation Planning and Optimization(10), Autonomous Vehicle Technology and Safety(10), Traffic Prediction and Management Techniques(9), Vehicular Ad Hoc Networks (VANETs)(6)

Publications32 total

Novel weather severity classifications based on speed reductions utilizing machine learning techniques
Transportmetrica A Transport Science·2025
Detecting Subtle Cyberattacks on Adaptive Cruise Control Vehicles: A Machine Learning Approach
IEEE Open Journal of Intelligent Transportation Systems·2024· 9 citedOpen Access
A Customizable Neural Network Based Framework for Autonomous Vehicle Control with Human-Guided Learning
2024· 1 cited
Analytical Characterization of Cyberattacks on Adaptive Cruise Control Vehicles
IEEE Transactions on Intelligent Transportation Systems·2024· 7 cited
Interaction-aware model predictive control for automated vehicles in mixed-autonomy traffic
2024· 6 cited
Can cyberattacks on adaptive cruise control vehicles be effectively detected?
2024· 6 cited
The Electric Vehicle Model (EVM): A Novel Car-Following Model for Electric Adaptive Cruise Control Vehicles
2024· 5 cited
Cyberattacks on Adaptive Cruise Control Vehicles: An Analytical Characterization
arXiv (Cornell University)·2024· 1 citedOpen Access
A Two-Condition Continuous Asymmetric Car-Following Model for Adaptive Cruise Control Vehicles
IEEE Transactions on Intelligent Vehicles·2024· 15 cited
Detecting subtle cyberattacks on adaptive cruise control vehicles: A machine learning approach
arXiv (Cornell University)·2023· 3 citedOpen Access
Capacity implications of personalized adaptive cruise control
2023· 4 cited
Modeling Car-Following Behavior of Electric Adaptive Cruise Control Vehicles Using Experimental Testbed Data
2023· 2 cited
Impacts of mixed autonomy traffic flow with adaptive cruise control vehicles on fuel consumption and emissions
2023· 2 cited
Exploring Energy Impacts of Cyberattacks on Adaptive Cruise Control Vehicles
2023· 13 cited
Extending ramp metering control to mixed autonomy traffic flow with varying degrees of automation
Transportation Research Part C Emerging Technologies·2023· 36 cited
A general approach to smoothing nonlinear mixed traffic via control of autonomous vehicles
Transportation Research Part C Emerging Technologies·2022· 56 cited
Detecting Stealthy Cyberattacks on Automated Vehicles via Generative Adversarial Networks
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)·2022· 24 cited
Modeling Adaptive Cruise Control Vehicles: A Continuous Asymmetric Car-Following Perspective
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)·2022· 5 cited
Smoothing Nonlinear Mixed Traffic with Autonomous Vehicles: Control Design
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)·2022· 4 cited
Impacts of commercially available adaptive cruise control vehicles on highway stability and throughput
2022
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Frequent Co-authors

Raphael Stern(30), Shian Wang(15), Tianyi Li(7), Michael W. Levin(3), Damir Vrabac(3), Brooks Butler(3), Joseph Pham(3), Philip E. Paré(3), Benjamin Rosenblad(2), Arian Zare(2), Xingan Kan(2), Matthew Filippelli(1), Florian Hauer(1), Seongjin Choi(1), Rahim F. Benekohal(1), Behnoush Garshasebi(1), Hongjae Jeon(1), Gabriel Geffen(1), Yao‐Jan Wu(1), Michael Waibel(1)