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2021-10
Machine Learning Solutions for Bridge Scour Forecast Based on Monitoring Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 10, pp 745-763

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2021-10
Preserving Privacy with Federated Learning in Route Choice Behavior Modeling

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 10, pp 268-276

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2021-10
Development of a Multi-Distress Detection System for Asphalt Pavements: Transfer Learning-Based Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 10, pp 538-553

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2021-10
Using Traffic Disturbance Metrics to Estimate and Predict Freeway Traffic Breakdown and Safety Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 10, pp 723-733

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2021-10
Live Road Condition Assessment with Internal Vehicle Sensors

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 10, pp 1442-1452

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2021-09
Vehicle Delay Estimation at Signalized Intersections Using Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 110-126

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2021-09
Development of an Artificial Neural Network-Based Procedure for the Verification of Traffic Speed Deflectometer Measurements

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1076-1088

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2021-09
Spatial Roadway Condition-Assessment Mapping Utilizing Smartphones and Machine Learning Algorithms

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1118-1126

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2021-09
Predicting the Retroreflectivity Degradation of Waterborne Paint Pavement Markings using Advanced Machine Learning Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 483-494

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2021-09
Machine Learning Approach for Predicting Lane-Change Maneuvers using the SHRP2 Naturalistic Driving Study Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 574-594

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2021-09
Efficient Road Crack Detection Based on an Adaptive Pixel-Level Segmentation Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 370-381

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2021-09
Deep Convolutional Neural Networks for Pavement Crack Detection using an Inexpensive Global Shutter RGB-D Sensor and ARM-Based Single-Board Computer

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 885-897

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2021-09
Deep Learning to Detect Road Distress from Unmanned Aerial System Imagery

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 776-788

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2021-09
Development of a Novel Convolutional Neural Network Architecture Named RoadweatherNet for Trajectory-Level Weather Detection using SHRP2 Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1016-1030

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2021-09
Predicting Coordinated Actuated Traffic Signal Change Times using Long Short-Term Memory Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 127-138

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2021-09
Driving Maneuvers Detection using Semi-Supervised Long Short-Term Memory and Smartphone Sensors

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1386-1397

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2021-09
Detection of Pavement Maintenance Treatments using Deep-Learning Network

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1434-1443

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2021-08
Hidden Markov Model of Lane-Changing-Based Car-Following Behavior on Freeways using Naturalistic Driving Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 550-561

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2021-08
Hybrid Machine Learning Algorithm for Identifying Feature Levels Associated with Safety Critical Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 613-629

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2021-08
Examining the Effects of the Built Environment on Travel Mode Choice across Different Age Groups in Seoul using a Random Forest Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 670-683

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2021-08
Analyzing Traffic Impacts of Planned Major Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 432-442

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2021-07
Machine Learning in Foundation Design and More

Transportation Research Circular, Issue E-C273, pp 103-118

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2021-07
Neural Network Optimal Model for Classification of Unclassified Vehicles in Weigh-in-Motion Traffic Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 11-23

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2021-07
Using Deep Learning to Understand Travel Demands in Different Urban Districts

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 117-128

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2021-07
A Deep Learning Model for Off-Ramp Hourly Traffic Volume Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 7, pp 350-362

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Showing 401 - 425 of 862 records