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26. 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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27. 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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28. 2025-12

Integrating Machine Learning, Remote Sensing, and a Geographic Information System to Determine Road Surface Type and Construction Year from High-Resolution and Multispectral Aerial Imagery: A Case Study in Ames, Iowa

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 230-248

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29. 2025-12

Application of a Machine Learning–Based Sampling Method in Extreme Value Theory for Crash Risk Estimation of a Freeway Segment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 862-876

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30. 2025-12

Development of a Synthetic Population and its Baseline Mobility Tool Ownership for the Province of Nova Scotia

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 654-672

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31. 2025-11

Can Targeting Messages to High-Risk Drivers Prevent Future Citations and Crashes? Evidence from a Randomized Pilot in Washington, D.C.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 247-259

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32. 2025-11

Data-Driven Analysis to Inform National Strategies on Improving Post-Crash Care

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 1036-1050

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33. 2025-11

Detecting Impaired Driving: Vehicle Inputs with the Greatest Influence on Accurate Identification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 496-510

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34. 2025-11

Assessing the Readiness of Freeway Ramps for Automated Vehicles: A Software-in-the-Loop Simulation Study

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 159-173

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35. 2025-11

Toward Heterogeneous Urban Traffic: Distributed Multi-Agent Reinforcement Learning with Bi-level Intention Inference

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 363-372

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36. 2025-10

A Machine Learning Framework for Clustering and Calibration of Roadway Performance Models with Application in the Large-Scale Traffic Assignment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 1103-1125

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37. 2025-10

Designing Asphalt Concrete Mixtures Based on Balanced Mix Design Requirements Utilizing a Two-Step Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 870-887

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38. 2025-09

Understanding the Effects of Point Cloud Density on Automated Traffic Sign Change Detection Using Lidar Technology

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 9, pp 564-578

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39. 2025-09

Predicting Traffic Crash Severity in Jeddah Using Machine Learning Techniques: A Data-Driven Approach to Road Safety

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 9, pp 324-343

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40. 2025-08

Deep Reinforcement Learning Freeway Controller Chooses Ramp Metering Over Variable Speed Limits

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 194-213

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41. 2025-08

Understanding Gender Gap in Bike-Sharing Services via eXplainable Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 622-633

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42. 2025-08

Headway Anomaly Detection for Lane-Based Queuing Status Classification Using Detector Presence Data: Comparative Study

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 122-137

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43. 2025-07

Impact of Parking Fee on On-Street Night Parking Demand Prediction in Delhi using Machine Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 859-876

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44. 2025-07

Information-Gain-Based Multi-Criteria Decision-Making Approach for Optimizing Freight Electric Vehicle Charging Station Siting using Global Positioning System Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 605-617

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45. 2025-07

Transitioning from Lab-Based to AI-Assisted Balanced Mix Design: Comprehensive Overview of Research, Development, and Future Perspectives

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 29-63

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46. 2025-07

A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 1-16

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47. 2025-07

Advancing Rail Safety: An Onboard Measurement System of Rolling Stock Wheel Flange Wear Based on Dynamic Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 791-810

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48. 2025-07

Driver Identification Using a Multilayer Perceptron Model Enhanced by Bayesian Optimization on Naturalistic Driving Behavior Features

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 940-952

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49. 2025-07

Real-Time Driver Stress Level Prediction Based on Urban Street View Images: A Fusion Prediction Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 185-207

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50. 2025-07

Machine Learning–Based Prediction and Optimization of Balanced Mixture Design Performance Indices

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 156-173

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