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2021
Investigation of Pedestrian Collision Severity Patterns at Highway-Railway Grade Crossings Collisions Using Integrated Machine Learning and Bayesian Hierarchical Models

Transportation Research Board 100th Annual Meeting, 16p

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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
A Bayesian Nonparametric Approach to AADT Estimation for Bridges

Transportation Research Board 100th Annual Meeting, 21p

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2021
Short-Term Forecasting of Air Cargo Demand from a European Airport Hub to the United States during COVID-19

Transportation Research Board 100th Annual Meeting, 15p

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2021
Post-Hurricanes Roadway Closure Detection using Satellite Imagery and Semi-Supervised Ensemble Learning

Transportation Research Board 100th Annual Meeting, 18p

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2021
Recognition of Driving Fatigue Based on Support Vector Machine

Transportation Research Board 100th Annual Meeting, 13p

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2021
Designing and Implementing Dynamic Modulus Models of Asphalt Mixtures

Transportation Research Board 100th Annual Meeting, 17p

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2021
Road Slipperiness Detection Using Digital Tachograph Data

Transportation Research Board 100th Annual Meeting, 14p

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2021
ACRP Graduate Student Paper - Planning Maintenance and Rehabilitation Actions for Airport Pavements: A Combined Supervised Machine Learning and Reinforcement Learning Approach

Transportation Research Board 100th Annual Meeting, 17p

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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
Impact of risk factors on work zone crashes using logistic models and Random Forest

Transportation Research Board 100th Annual Meeting, 14p

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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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2021
Low Powered Wide-Area Network Setup for Asset Tracking of Non-Powered Temporary Construction Equipment

Transportation Research Board 100th Annual Meeting, 10p

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2020-12
Investigating the Influential Factors for Practical Application of Multi-Class Vehicle Detection for Images from Unmanned Aerial Vehicle using Deep Learning Models

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 12, pp 553-567

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2020-11
Q-Learning-Based Coordinated Variable Speed Limit and Hard Shoulder Running Control Strategy to Reduce Travel Time at Freeway Corridor

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 11, pp 915-925

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2020-11
Designing and Implementing Real-Time Bus Time Predictions using Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 11, pp 636-648

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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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2020-11
Automated Real-Time Roadway Asset Inventory using Artificial Intelligence

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 11, pp 220-234

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2020-10
Vibration-based Longitudinal Rail Stress Estimation Exploiting Acoustic Measurement and Machine Learning

Rail Safety IDEA Program Project Final Report, Issue 41, 41p

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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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2020-10
Automated Segmentation and Morphological Analyses of Stockpile Aggregate Images using Deep Convolutional Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 285-298

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2020-10
Utilizing Agent-Based Modeling to Evaluate Operational Impacts of an Incident and Possible Alternatives on U.S. Waterways

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 951-962

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2020-10
A Hybrid Machine Learning Approach for Freeway Traffic Speed Estimation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 68-78

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2020-10
Traffic Flow Breakdown Prediction using Machine Learning Approaches

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 560-570

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2020-10
As-Encountered Prediction of Tunnel Boring Machine Performance Parameters using Recurrent Neural Networks

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 241-249

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Showing 451 - 475 of 886 records