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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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2026-02
STGANT: Spatiotemporal Generative Attention Network with Adversarial Training for Intersection Vehicle Trajectory Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 830-847

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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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2026-02
IDRNet: Intention-Based Deep Reinforcement Learning Network for Multiagent Trajectory Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 1114-1135

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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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2026-02
Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 756-774

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2026-02
Traffic Prediction and Optimization with Deep Learning based on a Vehicle–Road–Cloud Integration Platform

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 504-518

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2026-02
Optimizing Train Scheduling in Heavy-Haul Railways Using Diversified Cooperative Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 286-312

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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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2026-01
Vehicle–Infrastructure Cooperation Framework for Vehicle Navigation and Traffic Signal Control using Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 568-583

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2026-01
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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2026-01
Physics-Informed Deep Learning Framework for Urban Traffic Network State Data Imputation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 73-100

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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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2026-01
Toward Safe Autonomous Highway Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 416-431

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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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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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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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2026
Comparison of Machine Learning Approaches for Classifying and Evaluating Freeway Guide Signs

Transportation Research Record: Journal of the Transportation Research Board

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2026
Adaptive Battery Swapping for Autonomous Delivery Vehicles Using Dueling Double Deep Q Network

Transportation Research Record: Journal of the Transportation Research Board

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2025-12
Practical Intelligent Automatic Train Operations which Optimize Switching Times Autonomously

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 1-29

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