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2025
2025
2025
Factors Influencing Electric Vehicle Adoption: Coupling Machine Learning Models and Open-Source Data

Transportation Research Record: Journal of the Transportation Research Board, 19p

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2025
Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

Transportation Research Record: Journal of the Transportation Research Board

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2025
2024-12
Prediction of Vehicular Yielding Intention While Approaching a Pedestrian Crosswalk

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1751-1766

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2024-12
A Comprehensive Business Location Choice Model Leveraging Machine Learning in Systematic Choice Set

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1856-1871

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2024-12
Short-Term Origin-Destination Demand Prediction Based on Spatiotemporal Encoder-Decoder Network with a Residual Feature Extractor

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 887-907

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2024-12
Text and Voice Message Distraction Detection: A Machine Learning Approach Using Vehicle Trajectory Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 2005-2016

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2024-12
Deep Reinforcement Learning Technique for Traffic Metering in Connected Urban Street Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1872-1888

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2024-12
Predicting Directional Traffic Volume at Intersections with Automated Traffic Signal Performance Measures Data Using Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1736-1750

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2024-12
Commercial Truck Risk Assessment and Factor Analysis Based on Vehicle Trajectory and In-Vehicle Monitoring Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1428-1443

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2024-12
Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Signals

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1183-1196

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2024-12
Research on Intelligent Signal Timing Optimization of Signalized Intersection Based on Deep Reinforcement Learning Using Floating Car Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1126-1147

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2024-12
Leveraging Machine Learning Algorithms to Predict and Analyze Single-Vehicle and Multi-Vehicle Crash Occurrences on Motorways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1329-1345

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2024-12
Incident Delay Prediction in Urban Railway Systems: Methodology Review and Exploratory Comparative Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 1629-1638

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2024-12
Automatic Detection of Road Subsurface Distress via Curriculum Learning: Learn Like an Expert

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 790-805

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2024-12
Machine Learning-Aided Monte Carlo Simulation and Subset Simulation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 12, pp 864-886

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2024-11
Open-World Foreign Object Debris Detection Framework Empowered by Generative Adversarial Network and Computer Vision Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2245-2259

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2024-11
Analysis of the Outcome of the Driving Test for Learner Drivers Based on an Interpretable Machine Learning Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1917-1934

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2024-11
Application of the Machine Learning Method to Determine Spring Load Limits and Winter Weight Premium

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1935-1948

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