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1. 2026-05

Self-Supervised State-Space Model for Real-Time Traffic Accident Forecasting Using eKAN Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 5, pp 481-503

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2. 2026-04

Pavement Cracking Prediction Models Based on Deep Learning Physics-Informed Neural Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 241-260

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3. 2026-04

Truck Drivers’ Cognitive Feature Learning with Multimodal Information Fusion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 4, pp 275-291

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4. 2026-02

Semantic Segmentation Model for Road Cracks Based on Parallel Flatten Swin-VanillaNet Framework

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 793-813

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5. 2026-02

Intelligent Predictive Maintenance in Urban Rail Systems: Computer Vision Approaches for Enhanced Wear Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 626-638

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6. 2026-02

Predicting Pedestrian–Vehicle Interaction Severity in Mixed Traffic Conditions: Feature-Based Long Short-Term Memory Neural Network Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 2, pp 313-333

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7. 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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8. 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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9. 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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10. 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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11. 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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12. 2026

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