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2021-06
Long Short-Term Memory-Based Human-Driven Vehicle Longitudinal Trajectory Prediction in a Connected and Autonomous Vehicle Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 6, 2021, pp 380-390

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2021-05
Performance of Machine Learning Algorithms in Predicting the Pavement International Roughness Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 5, 2021, pp 226-237

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2021-03
Hybrid Elman Neural Network and an Invasive Weed Optimization Method for Bridge Defect Recognition

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 3, 2021, pp 167-199

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2021-02
Overcoming Challenges of Distributed Fiber-Optic Sensing for Highway Traffic Monitoring

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 2, 2021, pp 233-242

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2021-01
Low-Power Drone-Mountable Real-Time Artificial Intelligence Framework for Road Asset Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 1, 2021, pp 39-48

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2021
Driving Maneuvers Detection using Semi-Supervised Long Short-Term Memory and Smartphone Sensors

Transportation Research Record: Journal of the Transportation Research Board, 2021

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2021
Detection of Pavement Maintenance Treatments using Deep-Learning Network

Transportation Research Record: Journal of the Transportation Research Board, 2021

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2021
Spatial Roadway Condition-Assessment Mapping Utilizing Smartphones and Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, 2021

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2021
Prediction-based GNSS spoofing attack detection for autonomous vehicles

Transportation Research Board 100th Annual Meeting, 2021, 15p

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2021
Deep Learning to Detect Road Distress from Unmanned Aerial System Imagery

Transportation Research Record: Journal of the Transportation Research Board, 2021

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2021
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2021
Distant Traffic Light Recognition Using Semantic Segmentation

Transportation Research Record: Journal of the Transportation Research Board, 2021

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2021
2021
Continual Learning of Microscopic Traffic Models Using Neural Networks

Transportation Research Board 100th Annual Meeting, 2021, 13p

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2021
Surrounding Vehicles’ Contribution to Car-Following Models: Deep-Learning-Based Analysis

Transportation Research Record: Journal of the Transportation Research Board, 2021

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