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2024
Data-Driven Approach to State of Good Repair: Predicting Rolling Stock Service Life with Machine Learning for State of Good Repair Backlog Reduction and Long-Range Replacement Cost Estimation in Small Urban and Rural Transit Systems

Transportation Research Record: Journal of the Transportation Research Board

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2024
Developing Tree-Based Machine Learning Models for Estimating the Pile Setup Parameter for Clay Soils

Transportation Research Record: Journal of the Transportation Research Board

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2024
Evaluating the Effectiveness and Transferability of a Data-Driven Two-Region Perimeter Control Method Using Microsimulation

Transportation Research Record: Journal of the Transportation Research Board

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2024
Fusion-GRU: A Deep Learning Model for Future Bounding Box Prediction of Traffic Agents in Risky Driving Videos

Transportation Research Record: Journal of the Transportation Research Board

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2024
Multi-Agent Deep Reinforcement Learning for Multi-Lane Freeways Differential Variable Speed Limit Control in Mixed Traffic Environment

Transportation Research Record: Journal of the Transportation Research Board

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2024
Multimodal Deep Learning for Estimating Lane-Level Urban Traffic by Fusing Closed-Circuit Television and Dedicated Short-Range Communication Data

Transportation Research Record: Journal of the Transportation Research Board

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2024
Hybrid Transformer and Spatial-Temporal, Self-Supervised Learning for Long-Term Traffic Prediction

Transportation Research Board 103rd Annual Meeting

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2024
Trajectory Reconstruction Using Reinforcement Learning

Transportation Research Board 103rd Annual Meeting, 24p

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2024
Data-Driven, Semi-Supervised Machine Learning with Surrogate Safety Measures for Abnormal Driving Behavior Detection

Transportation Research Board 103rd Annual Meeting, 20p

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2024
Prediction of Vehicular Yielding Intention While Approaching a Pedestrian Crosswalk

Transportation Research Board 103rd Annual Meeting, 23p

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2024
Unsupervised Learning-Based Classification of Driver Following Behavior in Agricultural Traffic

Transportation Research Board 103rd Annual Meeting, 16p

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2024
Secondary Data-Driven Range Prediction for Vehicle Electrification

Transportation Research Board 103rd Annual Meeting, 13p

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2024
Ship Motion State Identification Based on Automatic Identification System Data and Unsupervised Naive Bayes Model

Transportation Research Board 103rd Annual Meeting, 19p

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2024
A Multi-Agent, Reinforcement Learning–Based Allocation Model for Efficient Parking Management and Control

Transportation Research Board 103rd Annual Meeting, 24p

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2024
Utilizing Machine Learning for CPT Based Soil Classification

Transportation Research Board 103rd Annual Meeting, 17p

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2024
Automatic Classification of Pavement Type and Service Age Benchmarked with Standard Texture Databases Using the Machine Learning Method: A Pilot Study

Transportation Research Record: Journal of the Transportation Research Board

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2024
Improving Traffic Accident Severity Prediction Using Convoluted Features and Decision-Level Fusion of Models

Transportation Research Record: Journal of the Transportation Research Board

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2024
Feature Engineering and Decision Trees for Predicting High Crash-Risk Locations Using Roadway Indicators

Transportation Research Record: Journal of the Transportation Research Board

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2024
Unsupervised Learning for Public Transport Delay Pattern Analysis

Transportation Research Record: Journal of the Transportation Research Board

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2024
Applying Explainable Machine Learning for Multi-Occupant Crash Survival Time Prediction and Contributing Factor Analysis

Transportation Research Board 103rd Annual Meeting

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2024
A Novel Approach Leveraging Augmented Data and State-of-the-Art Detection Models for Efficient Real-Time Road Surveillance

Transportation Research Board 103rd Annual Meeting, 17p

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2023-12
Graph Spatiotemporal Pattern Learning Network for Real-Time Road Network Traffic Abnormal Incident Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 12, pp 815-829

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2023-12
Forecasting Traffic Speed during Daytime from Google Street View Images using Deep Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 12, pp 743-753

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2023-12
Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 12, pp 704-717

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2023-11
Pavement Friction Evaluation Based on Vehicle Dynamics and Vision Data Using a Multi-Feature Fusion Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2677, Issue 11, pp 219-236

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Showing 26 - 50 of 730 records