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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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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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2021-06
Real-Time Vehicle Trajectory Estimation Based on Lane Change Detection using Smartphone Sensors

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 6, pp 137-150

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2021-04
Support Vector Machine for Short-Term Traffic Flow Prediction and Improvement of Its Model Training using Nearest Neighbor Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 4, pp 362-373

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2021-03
Prediction of Design Hourly Volume on Rural Roads

Transportation Research Record: Journal of the Transportation Research Board, Volume 2675, Issue 3, pp 112-121

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2021
Safety Performance of Part-Time Shoulder Use on Freeways, Volume 1: Informational Guide and Safety Evaluation Guidelines

NCHRP Web-Only Document, Issue 309, 120p

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2021
Guidance to Predict and Mitigate Dynamic Hydroplaning on Roadways

NCHRP Web-Only Document, Issue 300, 135p

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2021
Improved Prediction Models for Crash Types and Crash Severities

NCHRP Web-Only Document, Issue 295, 138p

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2021
Evacuation Demand Prediction under Metro Rail Disruptions Based on Normal Historical Data

Transportation Research Board 100th Annual Meeting, 16p

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2021
Predicting Spacing Factor In Hardened Concrete

Transportation Research Board 100th Annual Meeting, 13p

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

Transportation Research Board 100th Annual Meeting, 19p

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2021
Assessing the Predictability of Short Segment Crash Analysis in the State of South Carolina

Transportation Research Board 100th Annual Meeting, 17p

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2021
Crash Injury Severity Prediction and Analysis Based on Comparison of Four Machine Learning Methods

Transportation Research Board 100th Annual Meeting, 17p

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2021
Spatiotemporal Short-Term Traffic Speed Prediction Using Machine Learning Techniques with Probe and Weather Data

Transportation Research Board 100th Annual Meeting, 15p

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2021
Linear Regularization-Based Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic

Transportation Research Board 100th Annual Meeting, 21p

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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
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
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
Modeling and Predicting Smoothness of Asphalt Overlays Using Network and Project Level Data

Transportation Research Board 100th Annual Meeting, 19p

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2020-12
Asymmetric Logistic Model for Estimation of Mileage-Related Vehicle Depreciation Function of Roadway Characteristics

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 12, pp 395-408

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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
Long-Term Vehicle Speed Prediction via Historical Traffic Data Analysis for Improved Energy Efficiency of Connected Electric Vehicles

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 11, pp 17-29

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2020-10
Characterization of Aggregate Angularity in the Frequency Domain

Transportation Research Record: Journal of the Transportation Research Board, Volume 2674, Issue 10, pp 324-334

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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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