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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

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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3. 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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4. 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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5. 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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6. 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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7. 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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8. 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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9. 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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10. 2026

Study of Ship Path Planning in Complex Environments Based on Spatiotemporal Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board

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11. 2026

Comparison of Machine Learning Approaches for Classifying and Evaluating Freeway Guide Signs

Transportation Research Record: Journal of the Transportation Research Board

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12. 2025-12

Practical Intelligent Automatic Train Operations which Optimize Switching Times Autonomously

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 1-29

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13. 2025-12

Integrating Machine Learning, Remote Sensing, and a Geographic Information System to Determine Road Surface Type and Construction Year from High-Resolution and Multispectral Aerial Imagery: A Case Study in Ames, Iowa

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 230-248

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14. 2025-12

Application of a Machine Learning–Based Sampling Method in Extreme Value Theory for Crash Risk Estimation of a Freeway Segment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 862-876

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15. 2025-12

Development of a Synthetic Population and its Baseline Mobility Tool Ownership for the Province of Nova Scotia

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 654-672

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16. 2025-11

Can Targeting Messages to High-Risk Drivers Prevent Future Citations and Crashes? Evidence from a Randomized Pilot in Washington, D.C.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 247-259

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17. 2025-11

Data-Driven Analysis to Inform National Strategies on Improving Post-Crash Care

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 1036-1050

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18. 2025-11

Detecting Impaired Driving: Vehicle Inputs with the Greatest Influence on Accurate Identification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 496-510

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19. 2025-11

Assessing the Readiness of Freeway Ramps for Automated Vehicles: A Software-in-the-Loop Simulation Study

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 159-173

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20. 2025-11

Toward Heterogeneous Urban Traffic: Distributed Multi-Agent Reinforcement Learning with Bi-level Intention Inference

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 363-372

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21. 2025-10

A Machine Learning Framework for Clustering and Calibration of Roadway Performance Models with Application in the Large-Scale Traffic Assignment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 1103-1125

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22. 2025-10

Designing Asphalt Concrete Mixtures Based on Balanced Mix Design Requirements Utilizing a Two-Step Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 870-887

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23. 2025-09

Understanding the Effects of Point Cloud Density on Automated Traffic Sign Change Detection Using Lidar Technology

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 9, pp 564-578

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24. 2025-09

Predicting Traffic Crash Severity in Jeddah Using Machine Learning Techniques: A Data-Driven Approach to Road Safety

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 9, pp 324-343

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25. 2025-08

Deep Reinforcement Learning Freeway Controller Chooses Ramp Metering Over Variable Speed Limits

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 194-213

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