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1. 2026-05

Prediction of Nonlinear Moisture Profile in Pavement Unbound Layers Using a Machine Learning-Based Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 646-659

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2. 2026-04

NCHRP Research Report 1152: Leveraging AI and Big Data to Enhance Safety Analysis

TR News, Issue 357

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3. 2026-04

Retrieval Augmented Generation-Based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 454-472

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4. 2026-04

Leveraging Image Semantic Segmentation for Road Infrastructure Localization in Traffic Safety Applications

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 210-225

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5. 2026-03

Enhanced Temperature Gradient Prediction for Asphalt Layers in Full-Depth Asphalt and Composite Pavement Using Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 329-347

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6. 2026-03

Predicting and Evaluating Load-Displacement Trends of Helical Piles Using Machine Learning–Based Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 586-608

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7. 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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8. 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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9. 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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10. 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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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

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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14. 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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15. 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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16. 2026

Determination of Pavement Distress Severity Using Machine Learning: Systematic Review

Transportation Research Record: Journal of the Transportation Research Board

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17. 2026

Evaluation of Machine Learning and Deep Learning Models for Multi-Horizon Crowd Forecasting at Scheveningen Beach, The Netherlands

Transportation Research Record: Journal of the Transportation Research Board, 25p

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18. 2026

Application of a Stacking Model with Multiple Base Learners Optimized by an Slime Mold Algorithm for Container Freight Index Prediction

Transportation Research Record: Journal of the Transportation Research Board

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19. 2026

Leveraging Explainable Machine Learning Techniques to Estimate Crash Severity for Different Pedestrian Actions

Transportation Research Record: Journal of the Transportation Research Board

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20. 2026

Assessing the Moderation Effects of Socioeconomic Factors in Predicting Severe Crash Outcomes Based on Road and Environment Characteristics: A Modeling Comparison

Transportation Research Record: Journal of the Transportation Research Board, 14p

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21. 2026

Leveraging Machine Learning and Artificial Intelligence to Improve Roadway Grip Sensing During Winter Weather

Transportation Research Record: Journal of the Transportation Research Board

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22. 2026

Prediction of Pavement Skid Resistance by Integrating Skid-Resistance Contribution Zone and Light Gradient Boosting Machine Framework

Transportation Research Record: Journal of the Transportation Research Board

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23. 2026

Analyzing Crash Severity in Texas Piney Woods Rural Areas Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board

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24. 2026

Meta-Reinforcement Learning with Hypernetworks for Variable Speed Limit Control under Adverse Weather and Work Zones

Transportation Research Record: Journal of the Transportation Research Board

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25. 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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