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1. 2024-11

Open-World Foreign Object Debris Detection Framework Empowered by Generative Adversarial Network and Computer Vision Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2245-2259

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2. 2024-11

Analysis of the Outcome of the Driving Test for Learner Drivers Based on an Interpretable Machine Learning Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1917-1934

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3. 2024-11

Application of the Machine Learning Method to Determine Spring Load Limits and Winter Weight Premium

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1935-1948

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4. 2024-11

Acceleration of Superpave Mix Design: Solving Multi-Objective Optimization Problems Using Machine Learning and the Non-Dominated Sorting Genetic Algorithm-II

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1863-1886

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5. 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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6. 2024-11

Deep-Learning-Based Microscopic Approach for Road Traffic Congestion Classification in Highway and Urban Roads Under Adverse Conditions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1777-1795

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7. 2024-11

Training Vehicle Detection and Classification Models with Less Data: An Active Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2146-2164

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8. 2024-11

Transfer Learning for Transportation Demand Resilience Pattern Prediction Using Floating Car Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1622-1638

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9. 2024-11

Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 216-224

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10. 2024-11

Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2092-2109

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11. 2024-11

Deep Learning Model for Short-Term Origin–Destination Distribution Prediction in Urban Rail Transit Network Considering Destination Choice Behavior

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1204-1218

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12. 2024-11

Interpretable Machine Learning for Mode Choice Modeling on Tracking-Based Revealed Preference Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2075-2091

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13. 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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14. 2024-11

AI-Driven Approach for Automated Real-Time Pothole Detection, Localization, and Area Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2018-2031

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15. 2024-11

Field Validation of Deep-Learning-Based Ground Penetrating Radar Image Analysis for Advancing Subsurface Distress Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 489-500

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16. 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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17. 2024-11

Utilizing Machine Learning for Cone Penetration Test-Based Soil Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1639-1648

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18. 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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19. 2024-11

Hybrid Transfer Learning and Support Vector Machine Models for Asphalt Pavement Distress Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 106-121

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20. 2024-11

Using Machine Learning to Predict Axial Pile Capacity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2224-2244

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21. 2024-11

Effectiveness of Data Imbalance Treatment in Weather-Related Crash Severity Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 88-105

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22. 2024-10

Predictive Model for Determining Saturation Profiles under Pavements during Flood Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 1523-1535

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23. 2024-10

Deep Learning for Exploring the Relationship Between Geotechnical Properties and Electrical Resistivities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 659-672

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24. 2024-10

Data-Driven Approach to State of Good Repair: Predicting Rolling Stock Service Life with Machine Learning for State of Good Repair Backlog Reduction and Long-Range Replacement Cost Estimation in Small Urban and Rural Transit Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 771-781

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25. 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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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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