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26. 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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27. 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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28. 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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29. 2026

Automatic Leak Detection in Pipelines Using Thermal Images from Fixed-Wing Drones and Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board

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30. 2026

Discrete Choice Model with Generalized Additive Utility Network for Interpretable Policy Evaluation

Transportation Research Record: Journal of the Transportation Research Board

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31. 2026

Predicting Visibility Conditions at the CCTV installation site using Long Short-Term Memory

Transportation Research Record: Journal of the Transportation Research Board

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32. 2026

Regime-Aware Bridge Scour Depth Estimation Using Mixture of Experts and Accelerometer Data

Transportation Research Record: Journal of the Transportation Research Board

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33. 2026

Automating High-Performance Concrete Mix Design: Deep Learning Framework for Inverse Prediction of Composition from Target Strength and Age

Transportation Research Record: Journal of the Transportation Research Board

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34. 2026

Fault Classification of Expressway Bridge Electromechanical System Using Fused Stack Sparse Long Short-Term Memory Networks

Transportation Research Record: Journal of the Transportation Research Board

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35. 2026

Enhancing Wind Field Prediction and Reconstruction around Windbreak Walls along High-Speed Railway by Advanced Neural Network Architectures: Accuracy and Stability Assessment

Transportation Research Record: Journal of the Transportation Research Board

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36. 2026

A Multimode Cooperative Control Architecture for Connected and Automated Vehicle Platoon Splitting and Merging in Mixed Traffic

Transportation Research Record: Journal of the Transportation Research Board

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37. 2026

Enhancing Rail Obstacle Detection Systems: Optimizing Accuracy in Adverse Weather Conditions

Transportation Research Record: Journal of the Transportation Research Board

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38. 2026

Traffic Breakdown Prediction Beyond Stochastic Capacity Models: Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board

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39. 2026

Transit Network Design and Frequency Setting Model Driven by Interchange Stations and Improved NSGA-II Algorithm

Transportation Research Record: Journal of the Transportation Research Board

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40. 2026

A Novel AI-Powered Approach to Derive Minimum Dynamic Time-to-Collision Using Vehicles’ Key Conflicting Points: A Point-Level Framework for Traffic Conflict Analysis at Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board

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41. 2026

Research on Bridge Surface Damage Classification Based on Improved Vision Transformer Model

Transportation Research Record: Journal of the Transportation Research Board

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42. 2026

Network-Level Bridge Condition Degradation Prediction and Interpretation Analysis Based on a Hybrid Ensemble Model

Transportation Research Record: Journal of the Transportation Research Board

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43. 2026

Short-Term Forecasting of Checked Baggage Flow in Airports Using a Hybrid Improved Particle Swarm Optimization-Back Propagation Neural Network Model

Transportation Research Record: Journal of the Transportation Research Board

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44. 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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45. 2026

Sulfate Freeze–Thaw Damage Evolution and Life Prediction of Recycled Concrete Based on Entropy Weight Method and Grey Theory

Transportation Research Record: Journal of the Transportation Research Board

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46. 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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47. 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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48. 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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49. 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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50. 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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