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2024-11
Acceleration of Superpave Mix Design: Solving Multi-Objective Optimization Problems Using Machine Learning and the Non-Dominated Sorting Genetic Algorithm-II

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1863-1886

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2024-11
Roughness Prediction of Jointed Plain Concrete Pavement Using Physics Informed Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1733-1746

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2024-11
Deep-Learning-Based Microscopic Approach for Road Traffic Congestion Classification in Highway and Urban Roads Under Adverse Conditions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1777-1795

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2024-11
Training Vehicle Detection and Classification Models with Less Data: An Active Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2146-2164

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2024-11
Transfer Learning for Transportation Demand Resilience Pattern Prediction Using Floating Car Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1622-1638

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2024-11
Ensemble Machine Learning Classification Models for Predicting Pavement Condition

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 216-224

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2024-11
Networkwide Traffic State Forecasting Using Exogenous Information: A Multi-Dimensional Graph Attention-Based Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2092-2109

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2024-11
Deep Learning Model for Short-Term Origin–Destination Distribution Prediction in Urban Rail Transit Network Considering Destination Choice Behavior

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1204-1218

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2024-11
Interpretable Machine Learning for Mode Choice Modeling on Tracking-Based Revealed Preference Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2075-2091

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2024-11
AI-Driven Approach for Automated Real-Time Pothole Detection, Localization, and Area Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2018-2031

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2024-11
Field Validation of Deep-Learning-Based Ground Penetrating Radar Image Analysis for Advancing Subsurface Distress Detection

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 489-500

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2024-11
Utilizing Machine Learning for Cone Penetration Test-Based Soil Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 1639-1648

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2024-11
Crash Prediction on Horizontal Curves: Review and Model Performance Comparison

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 416-430

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2024-11
Hybrid Transfer Learning and Support Vector Machine Models for Asphalt Pavement Distress Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 106-121

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2024-11
Using Machine Learning to Predict Axial Pile Capacity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 2224-2244

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2024-11
Effectiveness of Data Imbalance Treatment in Weather-Related Crash Severity Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 11, pp 88-105

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2024-10
Predictive Model for Determining Saturation Profiles under Pavements during Flood Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 1523-1535

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2024-10
Deep Learning for Exploring the Relationship Between Geotechnical Properties and Electrical Resistivities

Transportation Research Record: Journal of the Transportation Research Board, Volume 2678, Issue 10, pp 659-672

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2024-10
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, Volume 2678, Issue 10, pp 771-781

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2024-09
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, Volume 2678, Issue 9, pp 435-451

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2024-09
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, Volume 2678, Issue 9, pp 699-709

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2024-09
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, Volume 2678, Issue 9, pp 749-763

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2024-09
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, Volume 2678, Issue 9, pp 495-508

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2024-08
Development of a Prototype Smart Hy-Rail Wheel

Rail Safety IDEA Program Project Final Report, Issue 49, 47p

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2024-08
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, Volume 2678, Issue 8, pp 932-949

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of 36 pages    

Showing 126 - 150 of 876 records