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26. 2025

Visual Recognition Distance Prediction and Energy-Efficient Brightness Optimization Strategies for Active Luminous Guide Signs

Transportation Research Record: Journal of the Transportation Research Board

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27. 2025

Traffic Flow Prediction Based on Spatio-Temporal Aggregated Graph Neural Networks

Transportation Research Record: Journal of the Transportation Research Board

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28. 2024-12

Developing a Model to Predict Bleeding Areas in Asphalt Pavements Using Artificial Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1444-1453

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29. 2024-12

Deep Reinforcement Learning Technique for Traffic Metering in Connected Urban Street Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1872-1888

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30. 2024-12

Classification of Driver Cognitive Load in Conditionally Automated Driving: Utilizing Electrocardiogram-Based Spectrogram with Lightweight Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1560-1573

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31. 2024-12

Machine Learning-Aided Monte Carlo Simulation and Subset Simulation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 864-886

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32. 2024-12

STC-PSSA: A New Model of Traffic Flow Forecasting Based on Spatiotemporal Convolution and Probabilistic Sparse Self-Attention

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1466-1481

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33. 2024-11

Roughness Prediction of Jointed Plain Concrete Pavement Using Physics Informed Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1733-1746

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34. 2024-11

Trusted Perception Method for Traffic Signs That Are Physically Attacked

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 670-683

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35. 2024-11

Graph Neural Networks to Simulate Flexible Pavement Responses Using Three-Dimensional Finite Element Analysis Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1111-1127

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36. 2024-11

Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 416-430

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37. 2024-10

Graph Neural Networks Model to Generate Transportation Test Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 435-448

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38. 2024-10

Using Deep Neural Networks and Big Data to Predict Microscopic Travel Time in Work Zones

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 419-434

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39. 2024-09

Traffic Flow Prediction Based on Interactive Dynamic Spatio-Temporal Graph Convolution with a Probabilistic Sparse Attention Mechanism

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 837-853

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40. 2024-09

Spatio-Temporal Graph Attention Convolution Network for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 9, pp 136-149

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41. 2024-08

Automatic Classification of Pavement Type and Service Age Benchmarked with Standard Texture Databases Using the Machine Learning Method: A Pilot Study

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 932-949

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42. 2024-07

Deep Learning Based Method for Early Warning of Price Risk in Railroad Bulk Freight Transport with Consideration of Time Series of Comprehensive Impact Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 434-449

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43. 2024-07

Comparison of Discrete Choice and Machine Learning Models for Simultaneous Modeling of Mobility Tool Ownership in Agent-Based Travel Demand Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 376-390

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44. 2024-07

Research on Traffic Flow Forecasting Based on Dynamic Spatial-Temporal Transformer

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 301-313

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45. 2024-07

Research on Dueling Double Deep Q Network Algorithm Based on Single-Step Momentum Update

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 288-300

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46. 2024-07

Deep Q-Network-Enabled Platoon Merging Approach for Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 17-31

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47. 2024-06

Spatio-Temporal Graph Neural Network for Traffic Prediction Based on Adaptive Neighborhood Selection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 641-655

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48. 2024-06

Predicting University Campus Parking Demand Using Machine Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 14-26

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49. 2024-06

Prediction of Car-Following Behavior of Autonomous Vehicle and Human-Driven Vehicle Based on Drivers’ Memory and Cooperation With Lead Vehicle

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 248-266

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50. 2024-05

Urban-Road Average-Speed Prediction Method Based on Graph Convolutional Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 771-788

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