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2022-06
Applying Association Rules Mining to Investigate Pedestrian Fatal and Injury Crash Patterns Under Different Lighting Conditions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 659-672

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2022-06
Nonlinear Model-Based Subway Station-Level Peak-Hour Ridership Estimation Approach in the Context of Peak Deviation

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 549-564

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2022-06
Short-Term Travel-Time Prediction using Support Vector Machine and Nearest Neighbor Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 353-365

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2022-06
When and Where to Go Next: Deep Learning Framework for Modeling Drivers’ Behaviors Using Automatic Vehicle Identification Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 387-398

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2022-06
Detecting Anomalies in National Bridge Inventory Databases Using Machine Learning Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 453-467

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2022-05
A Scalable Deep Learning Framework for Extracting Model Inventory of Roadway Element Intersection Control Types From Panoramic Images

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 5, pp 630-642

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2022-04
Deep-Learning-Based Fault Occurrence Prediction of Public Trains in South Korea

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 4, pp 710-718

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2022-03
Innovations in Freight Data Workshop, September 21-23, 2021

Transportation Research Circular, Issue E-C278, 78p

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2022-03
Bridge Response and Heavy Truck Classification Framework Based on a Two-Step Machine Learning Algorithm

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 3, pp 454-467

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2022-03
Data-Driven Railway Crosstie Support Condition Prediction Using Deep Residual Neural Network: Algorithm and Application

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 3, pp 160-171

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2022-02
Application of Machine Learning Techniques to Predict the Occurrence of Distraction-affected Crashes with Phone-Use Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 692-705

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2022-02
Modeling Freight Vehicle Type Choice using Machine Learning and Discrete Choice Methods

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 541-552

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2022-02
Real-Time Highly Resolved Spatial-Temporal Vehicle Energy Consumption Estimation Using Machine Learning and Probe Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 213-226

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2022-02
Understanding Ridesplitting Behavior with Interpretable Machine Learning Models Using Chicago Transportation Network Company Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 83-99

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2022-02
Short-Term Metro Ridership Prediction During Unplanned Events

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 2, pp 132-147

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2022-01
Recurrent Neural Network for Estimating Speed Using Probe Vehicle Data in an Urban Area

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 1, pp 518-531

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2022-01
Learning-Based Stochastic Driving Model for Autonomous Vehicle Testing

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 1, pp 54-64

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2022-01
Review of Learning-Based Longitudinal Motion Planning for Autonomous Vehicles: Research Gaps Between Self-Driving and Traffic Congestion

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 1, pp 324-341

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2022-01
Automatic Speech Recognition for Air Traffic Control Communications

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 1, pp 798-810

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2022
Development and Implementation of Experiment Centric Active Learning Experiments and Activities in Transportation During the Pandemic and Beyond

Transportation Research Board 101st Annual Meeting, 28p

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2022
Out-of-Home Activities Patterns Learning by Conditional Random Fields

Transportation Research Board 101st Annual Meeting, 17p

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2022
Reinforcement Learning–Based Attack on Adaptive Traffic Control Systems

Transportation Research Board 101st Annual Meeting, 22p

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2022
Short-Term Traffic Flow Prediction Based on an Extreme Learning Machine and Ant Colony Algorithm

Transportation Research Board 101st Annual Meeting, 17p

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2022
Application of Deep Learning Methods in Waterways Traffic Prediction

Transportation Research Board 101st Annual Meeting, 26p

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2022
Street Spatial Quality Measurement and Application Based on Street View Data

Transportation Research Board 101st Annual Meeting, 14p

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Showing 351 - 375 of 862 records