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1. 2024-04

Trajectory-Based Spatiotemporal Multi-Task Multi-Graph Network for Traffic State Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 659-673

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2. 2024-04

Spatio-Temporal Fusion of LiDAR and Camera Data for Omnidirectional Depth Perception

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 308-322

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3. 2024-04

Predictive Speed Harmonization Using Machine Learning in Traffic Flow with Connected and Automated Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 398-414

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4. 2024-04

Travel Time Prediction Utilizing Hybrid Deep Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 56-65

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5. 2024-04

eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 189-202

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6. 2024-04

A Deep Learning-Informed Design Scheme for Shear Friction at Concrete-to-Concrete Interface: Recommendations for Inclusion in AASHTO LRFD Guidelines

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 66-74

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7. 2024-03

Travel Time Reliability Prediction Using Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 531-545

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8. 2024-03

Automatically Refining Degraded and Occluded Lane Marking Information to Enhance the quality of High Definition Maps for Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 37-49

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9. 2024-03

Use of Random Forest to Predict Intermediate Temperature SCB Jc Parameter of Long-Term Aged Asphalt Mixtures

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 177-189

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10. 2024-02

Reconciling Pavement Condition Data from Connected Vehicles with the International Roughness Index from Standard Monitoring Equipment Using Physics-Integrated Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 416-429

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11. 2024-02

International Roughness Index Prediction for Jointed Plain Concrete Pavements Using Regression and Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 235-250

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12. 2024-02

Real-Time Intersection Turning Movement Flow Forecasting Using a Parallel Bidirectional Long Short-Term Memory Neural Network Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 167-183

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13. 2024-02

Novel Traffic Conflict-Based Framework for Real-Time Traffic Safety Evaluation Under Heterogeneous and Weak Lane-Discipline Traffic

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 118-134

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14. 2024-02

Estimating Path Travel Costs in Large-Scale Networks Using Machine-Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 57-75

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15. 2024-02

Machine Learning Approach to Analyze the Sentiment of Airline Passengers’ Tweets

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 2, pp 48-56

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16. 2024-01

Safe, Efficient, and Comfortable Reinforcement-Learning-Based Car-Following for AVs with an Analytic Safety Guarantee and Dynamic Target Speed

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 643-661

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17. 2024-01

Analysis of Motorcycle Accident Injury Severity and Performance Comparison of Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 736-748

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18. 2024-01

Line-Specific Energy Modeling Framework for Urban Rail Transit Systems: A Case Study of Boston

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 150-164

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19. 2024-01

Exploring Tree-Based Machine Learning Models to Estimate the Ultimate Pile Capacity From Cone Penetration Test Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 1, pp 136-149

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20. 2024

Predictive Model for Determining Saturation Profiles under Pavements during Flood Events