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1. 2026-02

STGANT: Spatiotemporal Generative Attention Network with Adversarial Training for Intersection Vehicle Trajectory Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 830-847

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2. 2026-02

IDRNet: Intention-Based Deep Reinforcement Learning Network for Multiagent Trajectory Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 1114-1135

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3. 2026-02

Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 756-774

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4. 2026-02

Traffic Prediction and Optimization with Deep Learning based on a Vehicle–Road–Cloud Integration Platform

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 504-518

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5. 2026-02

Optimizing Train Scheduling in Heavy-Haul Railways Using Diversified Cooperative Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 286-312

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6. 2026-01

Vehicle–Infrastructure Cooperation Framework for Vehicle Navigation and Traffic Signal Control using Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 568-583

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7. 2026-01

Physics-Informed Deep Learning Framework for Urban Traffic Network State Data Imputation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 73-100

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8. 2026-01

Toward Safe Autonomous Highway Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 416-431

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9. 2026

Satellite Eyes on Runway Safety: Predicting Airport Pavement Friction Using Convolutional Neural Networks and Image Processing

Transportation Research Record: Journal of the Transportation Research Board

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10. 2026

Investigating the Effect of Roundabout Geometry and Traffic Congestion Level on Deep Learning-Based Vehicle Detection and Tracking

Transportation Research Record: Journal of the Transportation Research Board

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11. 2026

Enhancing Traffic Management for Connected Vehicles using Deep Learning with Integrated Trust Analysis and CyberGIS Systems

Transportation Research Record: Journal of the Transportation Research Board

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12. 2026

Adaptive Battery Swapping for Autonomous Delivery Vehicles Using Dueling Double Deep Q Network

Transportation Research Record: Journal of the Transportation Research Board

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13. 2025-11

Integrating Transfer Learning and U-Net for Accurate Detection and Segmentation of Asphalt Pavement Bleeding

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 558-575

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14. 2025-10

Introducing a New Solution for Network Level Pavement Structural Evaluation Using Traffic Speed Deflectometer Device (TSDD): A Case Study of Mississippi Department of Transportation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 1035-1048

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15. 2025-10

Optimizing Heterogeneous Capacitated Vehicle Routing with Linformer and Multi-Relationship Decoding: A Deep Reinforcement Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 39-60

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16. 2025-10

Spatiotemporal Adaptive Hybrid Graph Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 943-956

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17. 2025-10

Bidirectional Long Short-Term Memory Approach for Infrastructure Health Monitoring Using On-Board Vibration Response

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 344-356

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18. 2025-09

Real-Time Adjustment Method with Train Delays for Metro Systems based on the Double Dueling Deep Q-Network Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 9, pp 706-725

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19. 2025-08

Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 233-248

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20. 2025-08

HiFi-CaNet: A High-Level-Feature-Guided Cascade Network for Lane Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 860-876

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21. 2025-08

Joint Optimization of Dependent Task Offloading and Resource Allocation in Internet of Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 1-20

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22. 2025-08

Understanding Gender Gap in Bike-Sharing Services via eXplainable Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 622-633

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23. 2025-08

Demand Forecasting of Bike-Sharing Based on Isolation Forest and Bayesian Optimization Bidirectional Long Short-Term Memory Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 308-320

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24. 2025-07

Holistic Benefit–Cost Analysis of Bridge Seismic Retrofitting Coupled with Artificial Intelligence-Based Decision Policy

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 646-659

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25. 2025-07

Thermal Forecast: Traffic Trajectory Prediction in Challenging Nighttime Conditions Using Thermal Imaging

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 746-755

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