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1. 2026-02

Investigating Grocery Shopping Choice and Behavioral Changes during COVID-19 Using Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 1-19

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2. 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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3. 2026-02

Single-Frame Machine Learning Approach to Predict Vehicular Yielding Intention While Approaching a Pedestrian Crosswalk

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 204-219

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4. 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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5. 2026-02

Factors Influencing Electric Vehicle Adoption: Coupling Machine Learning Models and Open-Source Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 948-966

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6. 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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7. 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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8. 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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9. 2026-01

Modeling Crowdedness at Public Transport Stations During Special Events: A Comparative Study of Eleven Cities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 781-797

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10. 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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11. 2026-01

Identification and Adjustment of Implausible Outputs of Machine Learning Models for Enhancing the Reliability of Switching Time Predictions for Traffic-Actuated Signals

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 949-969

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12. 2026-01

Takeover Performance Prediction Based on Function-Based Causal Inference in Level-3 Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 396-415

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13. 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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14. 2026-01

Assessing Disparities in Road Transport Services in Kenya: Geographic Information System and Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 748-763

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15. 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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16. 2026-01

GIS-Based, Machine Learning Approach for Model Inventory Roadway Element Surface Type Classification from Aerial Imagery

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 452-461

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17. 2026-01

Pavement Patterns: An Unsupervised Learning Approach to Texture Analysis in Rigid Pavements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 13-37

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18. 2026

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