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101. 2025-04

Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis: A Guide

NCHRP Research Report, Issue 1152, 95p

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102. 2025-04

Embedding-Based Representation Learning for Forecasting Flight Characteristics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 920-938

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103. 2025-04

Multi-Agent Deep Reinforcement Learning with Graph Attention Network for Traffic Signal Control in Multiple-Intersection Urban Areas

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 880-898

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104. 2025-04

Markov-Decision-Process-Based Reinforcement Learning for Emergency Vehicles of Dispatch and Reallocation Strategies through the Lens of Efficiency and Fairness: Evidence from Chinese Emergency Medical Services System

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 1015-1030

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105. 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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106. 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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107. 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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108. 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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109. 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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110. 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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111. 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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112. 2025-03

An Explainable Q-Learning Method for Longitudinal Control of Autonomous Vehicles

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 4214-4218

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113. 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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114. 2025-03

CDRP3: Cascade Deep Reinforcement Learning for Urban Driving Safety With Joint Perception, Prediction, and Planning

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3976-3988

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115. 2025-03

Multi-Hop RIS-Aided Learning Model Sharing for Urban Air Mobility

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3947-3959

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116. 2025-03

D-TLDetector: Advancing Traffic Light Detection With a Lightweight Deep Learning Model

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3917-3933

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117. 2025-03

Coordinated Battery Charging and Swapping Scheduling of EVs Based on Multilevel Deep Reinforcement Learning for Urban Governance

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3784-3798

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118. 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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119. 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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120. 2025-03

Enhancing Autonomous Driving Decision: A Hybrid Deep Reinforcement Learning-Kinematic-Based Autopilot Framework for Complex Motorway Scenes

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3198-3209

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121. 2025-03

Co-Evolving Traffic State Parameters Prediction Based on Mechanism-Data Blending Driven Deep Learning

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 3084-3100

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122. 2025-03

Uncertainty Quantification for Safe and Reliable Autonomous Vehicles: A Review of Methods and Applications

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 2880-2896

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123. 2025-03

A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance

IEEE Transactions on Intelligent Transportation Systems, Volume 26, Issue 3, pp 2851-2879

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124. 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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125. 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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