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1. 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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2. 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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3. 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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4. 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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5. 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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6. 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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7. 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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8. 2025-11

Integrating Transfer Learning and U-Net for Accurate Detection and Segmentation of Asphalt Pavement Bleeding

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 558-575

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9. 2025-11

Estimating City-wide Operating Mode Distribution of Light-Duty Vehicles: A Neural Network-based Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 11, pp 511-525

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10. 2025-10

Signal Reconstruction Method for Lateral Displacement Response of Long-Span Suspension Bridges

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 10, pp 535-550

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11. 2025-08

Car-Following Safety Control Framework Based on Short-Term Safety Evolution Pattern Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 8, pp 48-65

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12. 2025-07

Attention-Based Spatiotemporal Adaptive Graph Diffusion Convolutional Network For Traffic Flow Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 839-858

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13. 2025-07

Rapid Evaluation and Decision-Making for Concrete Bridges

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 898-911

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14. 2025-07

Enhancing Pavement Crack Detection Using a Hybrid Convolutional Neural Network-Transformer Architecture

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 634-645

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15. 2025-07

Missing Traffic Data Imputation based on Tensor Completion and Graph Network Fusion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 877-897

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16. 2025-07

Visual Recognition Distance Prediction and Energy-Efficient Brightness Optimization Strategies for Active Luminous Guide Signs

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 7, pp 64-83

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17. 2025-06

Traffic Flow Prediction Based on Spatio-Temporal Aggregated Graph Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 6, pp 573-588

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18. 2025-05

Machine Learning Approach for Ex-Post Evaluation of Road Traffic Collision Severity Trends

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 924-938

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19. 2025-05

Integrated Synchromodal Transport Planning and Preference Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 562-582

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20. 2025-04

Dynamic Spatio-Temporal Residual Hypergraph Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 596-614

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21. 2025-04

Intelligent Back-calculation Approach to Obtain Viscoelastic Properties of Asphalt Pavements on Bedrock using Falling Weight Deflectometer Tests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 431-447

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22. 2025-04

Physics-Informed Neural Network Model for Predictive Risk Assessment and Safety Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 675-700

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23. 2025-04

Behavioral Modeling of Drivers near Speed Control Cameras: A Dual Perspective from Micro and Macro Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 181-197

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24. 2025-03

Traffic Flow Prediction Using Novel Spatial-Temporal Multi-Head Attention Graph Convolution Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 883-898

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25. 2025-03

Enhancing Daily Crash Count Prediction using Deep Learning with Window Size Selection and Seasonality Predictor Integration

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1037-1053

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