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26. 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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27. 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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28. 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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29. 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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30. 2026

Multi-Intersection Traffic Signal Control With Deep Q Network Softmax Cross-Entropy Algorithm Based on Attention Mechanism

Transportation Research Record: Journal of the Transportation Research Board

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31. 2026

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

Transportation Research Record: Journal of the Transportation Research Board

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32. 2026

Language-Aware Deep Learning for Crash Severity Prediction Modeling in Khmer Traffic Reports

Transportation Research Record: Journal of the Transportation Research Board

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33. 2026

A Traffic Flow Monitoring Model Integrating Dual Attention Mechanisms and Densely Connected Architecture

Transportation Research Record: Journal of the Transportation Research Board

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34. 2026

Determination of Pavement Distress Severity Using Machine Learning: Systematic Review

Transportation Research Record: Journal of the Transportation Research Board

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35. 2026

Cooperative Adaptive Cruise Control with Model-Based Imitation Reinforcement Learning in Mixed Traffic of Connected Autonomous and Human Driven Vehicles

Transportation Research Record: Journal of the Transportation Research Board

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36. 2026

Evaluation of Machine Learning and Deep Learning Models for Multi-Horizon Crowd Forecasting at Scheveningen Beach, The Netherlands

Transportation Research Record: Journal of the Transportation Research Board, 25p

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37. 2026

Application of a Stacking Model with Multiple Base Learners Optimized by an Slime Mold Algorithm for Container Freight Index Prediction

Transportation Research Record: Journal of the Transportation Research Board

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38. 2026

Resource-Efficient Dynamic Platooning Control through Deep Q-Network-Based Event-Triggered Scheduling

Transportation Research Record: Journal of the Transportation Research Board

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39. 2026

Leveraging Explainable Machine Learning Techniques to Estimate Crash Severity for Different Pedestrian Actions

Transportation Research Record: Journal of the Transportation Research Board

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40. 2026

Assessing the Moderation Effects of Socioeconomic Factors in Predicting Severe Crash Outcomes Based on Road and Environment Characteristics: A Modeling Comparison

Transportation Research Record: Journal of the Transportation Research Board, 14p

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41. 2026

Leveraging Machine Learning and Artificial Intelligence to Improve Roadway Grip Sensing During Winter Weather

Transportation Research Record: Journal of the Transportation Research Board

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42. 2026

Prediction of Pavement Skid Resistance by Integrating Skid-Resistance Contribution Zone and Light Gradient Boosting Machine Framework

Transportation Research Record: Journal of the Transportation Research Board

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43. 2026

Analyzing Crash Severity in Texas Piney Woods Rural Areas Using Machine Learning

Transportation Research Record: Journal of the Transportation Research Board

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44. 2026

Meta-Reinforcement Learning with Hypernetworks for Variable Speed Limit Control under Adverse Weather and Work Zones

Transportation Research Record: Journal of the Transportation Research Board

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45. 2026

Satellite Eyes on Runway Safety: Predicting Airport Pavement Friction Using Convolutional Neural Networks and Image Processing

Transportation Research Record: Journal of the Transportation Research Board

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46. 2026

Investigating the Effect of Roundabout Geometry and Traffic Congestion Level on Deep Learning-Based Vehicle Detection and Tracking

Transportation Research Record: Journal of the Transportation Research Board

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47. 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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48. 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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49. 2026

Enhancing Traffic Management for Connected Vehicles using Deep Learning with Integrated Trust Analysis and CyberGIS Systems

Transportation Research Record: Journal of the Transportation Research Board

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50. 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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