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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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2021-09
Comparing Regional Sustainability and Transportation Sustainability at the Metropolitan Level in the U.S. using Artificial Neural Network Clustering Techniques

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 1655-1669

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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
Redevelopment of Artificial Neural Networks for Predicting the Response of Bonded Concrete Overlays of Asphalt for use in a Faulting Prediction Model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 196-207

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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
Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 222-237

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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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2021-09
Automated Asphalt Pavement Raveling Detection and Classification using Convolutional Neural Network and Macrotexture Analysis

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 9, pp 984-994

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2021-08
Convolutional Neural Network-Based In-Vehicle Occupant Detection and Classification Method using Second Strategic Highway Research Program Cabin Images

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 443-457

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2021-08
Predictive Artificial Neural Network Laboratory Fatigue Endurance Limit Model for Asphalt Concrete Pavements Based on the Volumetric Properties and Loading Conditions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 630-642

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2021-08
Automatic Vehicle Counting and Tracking in Aerial Video Feeds using Cascade Region-based Convolutional Neural Networks and Feature Pyramid Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 8, pp 304-317

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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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2021-06
Long Short-Term Memory-Based Human-Driven Vehicle Longitudinal Trajectory Prediction in a Connected and Autonomous Vehicle Environment

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 6, pp 380-390

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2021-05
Performance of Machine Learning Algorithms in Predicting the Pavement International Roughness Index

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 5, pp 226-237

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2021-03
Hybrid Elman Neural Network and an Invasive Weed Optimization Method for Bridge Defect Recognition

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 3, pp 167-199

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2021-02
Overcoming Challenges of Distributed Fiber-Optic Sensing for Highway Traffic Monitoring

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 2, pp 233-242

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2021-01
Low-Power Drone-Mountable Real-Time Artificial Intelligence Framework for Road Asset Classification

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 1, pp 39-48

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2021
Investigating the Relationship of As-Constructed Asphalt Pavement Air Voids to Pavement Performance

NCHRP Web-Only Document, Issue 299, 209p

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2021
Evolutionary Training Approaches for Machine Learning Models for Analyzing Classification Imbalanced Crash Datasets

Transportation Research Board 100th Annual Meeting, 19p

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of 28 pages    

Showing 151 - 175 of 686 records