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2021
International Roughness Index Model for Jointed Plain Concrete Highway Pavements: An Artificial Neural Network Application

Transportation Research Board 100th Annual Meeting, 19p

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2021
Roughness Modeling for Asphalt Overlay on Concrete Pavements Using Neural Networks

Transportation Research Board 100th Annual Meeting, 19p

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2021
Development of Deep Convoluted Neural Networks (DCNNs) and Change Detection Technology for Improved Railway Track Inspection

Transportation Research Board 100th Annual Meeting, 15p

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2021
A Comparative Evaluation of Established and Contemporary Deep Learning Traffic Prediction Methods

Transportation Research Board 100th Annual Meeting, 21p

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2021
Deep Spatiotemporal  Networks for Shared Parking Supply and its Corresponding Shareable Duration Prediction

Transportation Research Board 100th Annual Meeting, 16p

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2021
Prediction of Non-Motorized Vehicle’s Overtaking Trajectory on Shared Bicycle Lane

Transportation Research Board 100th Annual Meeting, 19p

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2021
Can we infer dementia from driving behaviors?

Transportation Research Board 100th Annual Meeting, 17p

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

Transportation Research Board 100th Annual Meeting, 20p

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2021
TrafficNet: A Deep Neural Network for Traffic Monitoring Using Distributed Fiber-Optic Sensing

Transportation Research Board 100th Annual Meeting, 13p

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2021
Utilizing Deep Learning Techniques for the Development of a Bus Speed Approximation Model

Transportation Research Board 100th Annual Meeting, 21p

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2021
A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention

Transportation Research Board 100th Annual Meeting, 15p

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2021
An Improved Framework for Origin-Destination Prediction in Urban Rail Transit Based on Stack LSTM

Transportation Research Board 100th Annual Meeting, 20p

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2021
An Optimized ANN Ontology for Identifying Deterioration Patterns in the US Bridge Inventory.

Transportation Research Board 100th Annual Meeting, 14p

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2021
Supervised and Unsupervised Data Analytic Techniques to Support Integrated Facility and Segment Level of Service Analysis

Transportation Research Board 100th Annual Meeting, 12p

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2021
Continual Learning of Microscopic Traffic Models Using Neural Networks

Transportation Research Board 100th Annual Meeting, 13p

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2021
Prediction-based GNSS spoofing attack detection for autonomous vehicles

Transportation Research Board 100th Annual Meeting, 15p

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2021
Ridership Prediction of New Bus Routes at Stop Level by Modelling Socio-economic Data using Supervised Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 23p

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2021
The Influence of Aggregate Gradation Curve on Predicting the Indirect Tensile Strength of HMA Mixtures Using Soft Computing Approach

Transportation Research Board 100th Annual Meeting, 16p

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2021
Short-term Forecast on Individual Accessibility in Bus System Based on Neural Network

Transportation Research Board 100th Annual Meeting, 13p

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2021
Weather and Surface Condition Detection Using Road-Side Webcams: Application of Pre-trained Convolutional Neural Network

Transportation Research Board 100th Annual Meeting, 20p

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2021
A Study on Image Classification using OpenCV and CNN Transfer Learning in the Urban Railway Tunnel Monitoring System

Transportation Research Board 100th Annual Meeting, 12p

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2021
Application of Machine Learning Based Technology in Pavement Condition Assessment and Prediction

Transportation Research Board 100th Annual Meeting, 13p

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2020-12
Novel Hybrid Neural Network for Dense Depth Estimation using On-Board Monocular Images

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 12, pp 312-323

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2020-11
Deep Learning-Based Lane Marking Detection using A2-LMDet

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 11, pp 625-635

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2020-10
Deep Learning Framework for Freeway Speed Prediction in Adverse Weather

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 28-41

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Showing 176 - 200 of 686 records