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2021
Detecting Transportation Modes Using Smartphone Data and GIS Information: Evaluating Alternative Algorithms for an Integrated Smart-Phone based Travel Diary Imputation

Transportation Research Board 100th Annual Meeting, 16p

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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
State-wide Traffic Volume Estimation for Non-freeway Roads Using Probe-vehicle Data and Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 16p

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2021
Planning Level Estimation of Travel Time Reliability for Virginia Interstate Highways

Transportation Research Board 100th Annual Meeting, 17p

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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
Deep Learning and UAV Based Solution to Real Time Pavement Condition Assessment

Transportation Research Board 100th Annual Meeting, 17p

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2021
Pilot Study of High Speed Rail Track Monitoring using AI and Machine Learning

Transportation Research Board 100th Annual Meeting, 13p

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2021
Short Term Passenger Flow Forecasting for Sparse OD: A Feature Simplification Based Machine Learning Approach

Transportation Research Board 100th Annual Meeting, 18p

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2021
Addressing Challenges of Modeling Mixed Traffic Through Machine Learning Supported with Vehicular Trajectory Data

Transportation Research Board 100th Annual Meeting, 24p

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2021
Generation of Activity Sequences using Dynamic Bayesian Networks with Latent Variables

Transportation Research Board 100th Annual Meeting, 20p

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2021
Capturing the Effects of Social Networks and Mobility on Viral Spread: Agent-based Model and Scenario Application

Transportation Research Board 100th Annual Meeting, 20p

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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
Lane-Changing Intention Identification on Highway

Transportation Research Board 100th Annual Meeting, 20p

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2021
Exploring Influencing Factors on Crash-related Emergency Response Time: A Machine Learning Approach

Transportation Research Board 100th Annual Meeting, 21p

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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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Showing 426 - 450 of 876 records