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2022-09
Using Delay Logs and Machine Learning to Support Passenger Railway Operations

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 9, pp 134-147

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2022-08
Navigating Electric Vehicles Along a Signalized Corridor via Reinforcement Learning: Toward Adaptive Eco-Driving Control

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 657-669

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2022-08
Using Behavioral Economics to Identify Potential Managed Lane Users

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 144-158

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2022-08
Deep-Learning Spatiotemporal Prediction Framework for Particulate Matter under Dynamic Monitoring

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 8, pp 56-73

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2022-07
Digital Eyes in the Skies: Machine Learning for Uncrewed Aerial Missions

TR News, Issue 340, pp 22-25

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2022-07
Bridge Deck Deterioration: Reasons and Patterns

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 7, pp 570-584

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2022-07
Comparison of Random Survival Forest with Accelerated Failure Time-Weibull Model for Bridge Deck Deterioration

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 7, pp 296-311

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2022-06
Quantifying the Extent to Which Connected and Autonomous Vehicles Reduce Accidents at Railroad Grade Crossings: A Machine Learning Approach

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 731-742

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2022-06
Efficient Histogram-Based Gradient Boosting Approach for Accident Severity Prediction With Multisource Data

Transportation Research Record: Journal of the Transportation Research Board, Volume 2676, Issue 6, pp 236-258

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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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Showing 326 - 350 of 846 records