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2024-08
Spatio-Temporal Heterogeneous Graph-Based Convolutional Networks for Traffic Flow Forecasting

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 8, pp 120-133

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2024-07
Machine Learning Approach to Enhance Highway Railroad Grade Crossing Safety by Analyzing Crash Data and Identifying Hotspot Crash Locations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 1055-1071

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2024-07
Crosswalk Detection from Satellite Imagery for Pedestrian Network Completion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 845-856

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2024-07
Using Aggregated Fine Geo-Resolution Vehicle Telemetric Data to Predict Crash Occurrence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 835-844

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2024-07
Deep Learning Based Method for Early Warning of Price Risk in Railroad Bulk Freight Transport with Consideration of Time Series of Comprehensive Impact Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 434-449

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2024-07
Analyzing Freeway Safety Influencing Factors Using the CatBoost Model and Interpretable Machine-Learning Framework, SHAP

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 7, pp 563-574

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2024-06
Hierarchical Automated Machine Learning Approach for Self-Optimizable Driving Distraction Recognition Based on Driver’s Lane-Keeping Performance

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 301-317

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2024-06
Traffic Safety Assessment with Integrated Communication System of Connected and Automated Vehicles at Signalized Intersections

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 956-971

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2024-06
Predictive Modeling for Highway Pavement Rutting: A Comparative Analysis of Auto-Machine Learning and Structural Equation Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 724-737

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2024-06
Shortest Path Problems with a Crash Risk Objective

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 284-300

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2024-06
Predicting University Campus Parking Demand Using Machine Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 14-26

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2024-06
Prediction of Car-Following Behavior of Autonomous Vehicle and Human-Driven Vehicle Based on Drivers’ Memory and Cooperation With Lead Vehicle

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 248-266

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2024-06
Prediction of Pavement Overall Condition Index Based on Wrapper Feature-Selection Techniques Using Municipal Pavement Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 6, pp 208-221

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2024-05
Multi-Objective Deep Reinforcement Learning for Crowd Route Guidance Optimization

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 617-633

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2024-05
Reinforcement Learning for Dynamic Pricing of Shared-Use Autonomous Mobility Systems Considering Heterogeneous Users: Model Development and Scenario Testing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 758-770

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2024-05
National-Level Multimodal Origin–Destination Estimation Based on Passively Collected Location Data and Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 525-541

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2024-05
Winter Road Surface Condition Recognition Using Semantic Segmentation and the Generative Adversarial Network: A Case Study of Iowa, U.S.A.

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 5, pp 184-195

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2024-04
Trajectory-Based Spatiotemporal Multi-Task Multi-Graph Network for Traffic State Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 659-673

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2024-04
Spatio-Temporal Fusion of LiDAR and Camera Data for Omnidirectional Depth Perception

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 308-322

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2024-04
Predictive Speed Harmonization Using Machine Learning in Traffic Flow with Connected and Automated Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 398-414

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2024-04
Travel Time Prediction Utilizing Hybrid Deep Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 56-65

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2024-04
eMARLIN: Distributed Coordinated Adaptive Traffic Signal Control with Topology-Embedding Propagation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 189-202

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2024-04
A Deep Learning-Informed Design Scheme for Shear Friction at Concrete-to-Concrete Interface: Recommendations for Inclusion in AASHTO LRFD Guidelines

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 4, pp 66-74

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2024-03
Automated Data Feature Extraction from Bridge Plans

NCHRP-IDEA Program Project Final Report, Issue 230, 67p

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2024-03
Travel Time Reliability Prediction Using Random Forests

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 3, pp 531-545

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of 28 pages    

Showing 151 - 175 of 677 records