Search Results - TRB Publications Index

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1. 2026-05

Driver Behavior Recognition in Complex Driving Scenarios via Deep Attention Network with Geometric–Spatial Fusion Features

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 395-417

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2. 2026-04

Crash Severity Risk Modeling Strategies under Data Imbalance

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 662-688

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3. 2026-04

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 241-260

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4. 2026-04

Enhancing Taxi Demand Prediction with Limited Data using a Spatial-Temporal Large Language Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 336-352

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5. 2026-04

Lane-Change Intention Recognition in Roundabouts Based on Explainable Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 397-418

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6. 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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7. 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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8. 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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9. 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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10. 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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11. 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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12. 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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13. 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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14. 2026

Traffic Volume Estimation Using Deep Learning for High-Resolution Greenhouse Gas Inventory