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51. 2025-04

Highway On-Ramp Truck Platooning Based on Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 815-832

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52. 2025-04

Fractal Characterization of Channel-Lining Concrete Based on U-Net Deep Learning under Freeze–Thaw Cycles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 800-814

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53. 2025-04

Intelligent Assessment and Training of Hazard Perception for Human Drivers and Autonomous Vehicles Using Deep Reinforcement Learning and Hierarchical Clustering

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 998-1014

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54. 2025-04

Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 985-997

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55. 2025-04

Toward Robust Car-Following Dynamics Modeling via Blackbox Models: Methodology, Analysis, and Recommendations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 114-128

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56. 2025-04

Built Environment’s Non-Linear Impact on Subway Passenger Flow Through Improved Interpretable Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 44-66

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57. 2025-04

Development of a Comprehensive Safety Evaluation Mechanism for the Highway Bus Industry

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 67-80

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58. 2025-03

A Three-Stage Decision-Making Method Based on Machine Learning for Preventive Maintenance of Airport Pavement

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 4152-4164

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59. 2025-03

Enhancing Infrared Small Target Detection: A Saliency-Guided Multi-Task Learning Approach

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3603-3618

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60. 2025-03

Effective Learning Mechanism Based on Reward-Oriented Hierarchies for Sim-to-Real Adaption in Autonomous Driving Systems

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3527-3542

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61. 2025-03

Modeling the Time-Dependent Variation of Road Salt Concentrations Using Analytical and Machine-Learning Approaches to Advance Service Life Predictions for Concrete Structures

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1005-1020

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62. 2025-03

Enhancing Daily Crash Count Prediction using Deep Learning with Window Size Selection and Seasonality Predictor Integration

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1037-1053

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63. 2025-03

Development of a Machine-Learning-Based Tool to Predict Retroreflectivity of Pavement Markings Across the U.S.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1021-1036

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64. 2025-03

Transfer Learning for Cross-City Traffic Prediction to Solve Data Scarcity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 697-706

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65. 2025-03

Measurement While Drilling in the Illinois Subsurface: Drilling Versus Compound Parameters

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 617-634

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66. 2025-02

Analyzing Systematic Risk in Global Airline Industry: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1976-1992

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67. 2025-02

Research on Optimization of Maintenance Task Scheduling for Metro Systems Based on Resource Constraints

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1-17

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68. 2025-02

Predicting the Future Signalization of Traffic-Actuated Signals Using Extreme Gradient Boosting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 2063-2083

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69. 2025-02

Pavement Distress Detection Based on the Staged Deep Learning Classifier Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1015-1033

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70. 2025-02

Dual-Stage Analysis Combining Structural Equation Modeling and Machine Learning for Low-Carbon Travel Intention of Urban Residents

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1742-1761

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71. 2025-02

Prediction of the Nominal Side Resistance of Drilled Shafts in Dominantly Cohesive Soils using ANN

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 2162-2175

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72. 2025-02

Hybrid Deep-Learning Approach with Geoffrey E. Havers-Based Loss Function and Evaluation Metric for Multilocation Traffic-Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1957-1975

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73. 2025-02

Simulation-Based Optimization for Vertiport Location Selection: A Surrogate Model With Machine Learning Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 2099-2110

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74. 2025-02

Lane-Change Decision of Automatic Driving Based on Reinforcement Learning Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 187-198

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75. 2025-02

Real-Time Barge Detection Using Traffic Cameras and Deep Learning on Inland Waterways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 703-720

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