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1. 2026-01

Modeling Crowdedness at Public Transport Stations During Special Events: A Comparative Study of Eleven Cities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 781-797

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2. 2026-01

Robust Cyber Defense Framework with Adamax Convolutional Neural Network and Hierarchical Multi-Scale Long Short-Term Memory

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 862-881

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3. 2026-01

Pavement Distress Perception using Fused Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 364-381

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4. 2026-01

Network Generation Artificial Intelligence: Multimodal Road Network Generation Based on Large Language Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 432-451

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5. 2026-01

A Method for Arrival Time Picking of Acoustic Emission Signals Based on Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 697-712

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6. 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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7. 2026-01

Intent-Driven Controllable Adversarial Attacks against Multi-Object Trackers for Intelligent Transportation Systems

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 153-170

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8. 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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9. 2026-01

Takeover Performance Prediction Based on Function-Based Causal Inference in Level-3 Autonomous Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 1, pp 396-415

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10. 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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11. 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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12. 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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13. 2026

Demand Forecasting of Shared Bicycles at Subway Entrances using SSA-LSTM-RF

Transportation Research Record: Journal of the Transportation Research Board

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14. 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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15. 2025-12

Generative AI-based Adaptive Cruise Control Performance Evaluation in Car-Following Scenarios

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 549-577

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16. 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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17. 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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18. 2025-12

A Combined Car-Following and Overtaking Approach to Reconstructing Vehicle Trajectories: A Case Study in Shenzhen

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 141-162

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19. 2025-12

Large Language Models Predict Transportation Mode Choice Behavior for a Variety of Alternative Sets

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 249-264

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20. 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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21. 2025-12

Explorations of a Neural Network Model for Binary Choices: An Application to Commuters’ Auto Mode Choices

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 12, pp 437-457

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22. 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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23. 2025-11

Digital Storytelling as a Transportation Planning Tool

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 373-395

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24. 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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25. 2025-11

Evaluating Expertise of Concrete Pavement Construction in Modern Large Language Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 805-821

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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