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2026-05
Self-Supervised State-Space Model for Real-Time Traffic Accident Forecasting Using eKAN Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 481-503

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2026-05
Prediction of Nonlinear Moisture Profile in Pavement Unbound Layers Using a Machine Learning-Based Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 646-659

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2026-05
A Takeover Failure Prediction Model Based on Extreme Value Theory and Copula Function

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 718-733

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2026-04
Transferring Household Evacuation Choice Behavioral Models to Create a Digital Twin for Future Storm Responses: Opportunities and Challenges

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 261-274

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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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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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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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2026-04
Research on Holiday Passenger Flow Prediction for Urban Rail Transit in Tourist Cities under Limited Sample Conditions: A Case Study of China

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 436-453

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2026-03
Framework to Predict Asphalt Pavement Aging and Its Effect on Pavement Remaining Fatigue Life

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 365-382

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2026-03
Enhanced Temperature Gradient Prediction for Asphalt Layers in Full-Depth Asphalt and Composite Pavement Using Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 329-347

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2026-03
Predicting and Evaluating Load-Displacement Trends of Helical Piles Using Machine Learning–Based Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 586-608

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2026-03
A Safe System Approach to Setting Speed Limits Through the Development of Injury Modification Factors

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 3, pp 29-42

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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
Micro- to Macro-Level Fuel Consumption Modeling of Diesel Heavy-Duty Trucks: A Hierarchical Bayesian Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 1151-1171

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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
Dual-Powered Trolley Bus Inter-Stop Travel Energy Consumption Prediction Method: Temporal Feature Transformer Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 580-597

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2026-02
Traffic Congestion Source Back-Tracing Framework for Urban Road Networks Using Traffic Volume Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 182-203

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2026-02
Predicting Pedestrian–Vehicle Interaction Severity in Mixed Traffic Conditions: Feature-Based Long Short-Term Memory Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 313-333

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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
Predictive and Precision Pavement Maintenance Methodology Utilizing Multi-Temporal Pavement Images

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 366-379

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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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2026-01
Principal Component Analysis Embedded Temporal Attention Spatiotemporal Graph Convolutional Networks for Traffic Flow Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 816-828

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2026-01
Predicting Injury Severity of Work Zone Crashes Along Florida Freeways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 550-567

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2026-01
Identification and Adjustment of Implausible Outputs of Machine Learning Models for Enhancing the Reliability of Switching Time Predictions for Traffic-Actuated Signals

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 949-969

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Showing 1 - 25 of 304 records