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2025-05
Data-Driven Semi-Supervised Machine Learning with Safety Indicators for Abnormal Driving Behavior Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 319-334

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2025-05
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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2025-05
Deep Learning Network Model for Road Pavement Damage Detection Based on YOLOv8s-GES

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 335-351

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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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2025-05
Hybrid Local-Feature-Based Approach for Automated Rail Extraction from Lidar Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 53-71

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2025-05
Bridging Artificial Intelligence and Railway Cybersecurity: A Comprehensive Anomaly Detection Review

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 5, pp 232-255

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2025-04
Embedding-Based Representation Learning for Forecasting Flight Characteristics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 920-938

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2025-04
Multi-Agent Deep Reinforcement Learning with Graph Attention Network for Traffic Signal Control in Multiple-Intersection Urban Areas

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 880-898

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2025-04
Highway On-Ramp Truck Platooning Based on Deep Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 815-832

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2025-04
Fractal Characterization of Channel-Lining Concrete Based on U-Net Deep Learning under Freeze–Thaw Cycles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 800-814

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2025-04
2025-04
Learning Driver Models for Automated Vehicles via Knowledge Sharing and Personalization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 985-997

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2025-04
Toward Robust Car-Following Dynamics Modeling via Blackbox Models: Methodology, Analysis, and Recommendations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 114-128

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2025-04
Built Environment’s Non-Linear Impact on Subway Passenger Flow Through Improved Interpretable Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 44-66

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2025-04
Development of a Comprehensive Safety Evaluation Mechanism for the Highway Bus Industry

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 4, pp 67-80

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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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2025-03
Development of a Machine-Learning-Based Tool to Predict Retroreflectivity of Pavement Markings Across the U.S.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 1021-1036

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2025-03
Transfer Learning for Cross-City Traffic Prediction to Solve Data Scarcity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 697-706

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2025-03
Measurement While Drilling in the Illinois Subsurface: Drilling Versus Compound Parameters

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 3, pp 617-634

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2025-02
Analyzing Systematic Risk in Global Airline Industry: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1976-1992

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2025-02
Research on Optimization of Maintenance Task Scheduling for Metro Systems Based on Resource Constraints

Transportation Research Record: Journal of the Transportation Research Board, Volume 2679, Issue 2, pp 1-17

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