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2023-07
Debiased Machine Learning for Estimating the Causal Effect of Urban Traffic on Pedestrian Crossing Behavior

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 196-208

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2023-07
Machine Learning Applied to Public Transportation by Bus: A Systematic Literature Review

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 639-660

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2023-07
Classifying Pedestrian Maneuver Types Using the Advanced Language Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 599-611

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2023-07
Extensibility of a Machine Learning Model for Stormwater Basin Design and Retrofit Optimization Through a User-Friendly Web Application

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 612-626

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2023-07
A Multitask Deep Learning Model for Parsing Bridge Elements and Segmenting Defect in Bridge Inspection Images

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 693-704

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2023-07
Urban Road Traffic Flow Prediction with Attention-Based Convolutional Bidirectional Long Short-Term Memory Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 449-458

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2023-07
Freeway Congestion Management With Reinforcement Learning Headway Control of Connected and Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 340-358

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2023-07
Improving Deep Reinforcement Learning-Based Perimeter Metering Control Methods With Domain Control Knowledge

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 7, pp 384-405

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2023-06
AI Analyzer for Revealing Insights of Traffic Crashes

NCHRP-IDEA Program Project Final Report, Issue 231, 47p

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2023-06
Estimation of Arrivals on Green at Signalized Intersections Using Stop-Bar Video Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 6, pp 797-811

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2023-06
Proximal Policy Optimization-Based Driving Control Strategy of Connected Cruise Vehicle Platoons to Improve Traffic Efficiency and Safety

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 6, pp 58-72

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2023-05
Comparing Different Deep Learning Architectures as Vision-Based Multi-Label Classifiers for Identification of Multiple Distresses on Asphalt Pavement

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 24-39

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2023-05
Learning Spatial-Temporal Dynamics for Short-Term Passenger Flow Prediction in Urban Rail Transit

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 1330-1348

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2023-05
Cable Force Identification and Finite Element Model Optimization of Cable-Stayed Bridges Based on Backpropagation Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 579-589

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2023-05
Machine-Supported Bridge Inspection Image Documentation Using Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 720-736

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2023-05
In-Depth Understanding of Pedestrian–Vehicle Near-Crash Events at Signalized Intersections: An Interpretable Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 747-759

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2023-05
Applying Explainable Machine Learning Techniques in Daily Crash Occurrence and Severity Modeling for Rural Interstates

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 611-628

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2023-05
Deep Multimodal Learning for Traffic Speed Estimation Combining Dedicated Short-Range Communication and Vehicle Detection System Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 247-259

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2023-05
Traffic Conflict Prediction at Signal Cycle Level Using Bayesian Optimized Machine Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 183-195

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2023-05
Label-Less Learning for Urban Railway Transit Driver Fatigue Detection with Heart Rate Variability

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 5, pp 11-23

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2023-04
Predicting Grocery Store Visits During the Early Outbreak of COVID-19 with Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 4, pp 79-91

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2023-03
Graph Supported Mode Detection within Mobile Phone Data Trajectories

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 18-32

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2023-03
Predicting Traffic Performance During a Wildfire Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 1625-1636

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2023-03
Erroneous High Occupancy Vehicle Lane Data: Detecting Misconfigured Traffic Sensors With Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 1593-1610

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2023-03
Deep Learning-Based Dynamic Traffic Assignment With Incomplete Origin–Destination Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 3, pp 1340-1356

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