A Machine Learning Method for Real-Time Traffic State Estimation from Probe Vehicle Data

Erik A. Bensen,Joseph Severino,Juliette Ugirumurera,Qichao Wang,Jibonananda Sanyal,Wesley Jones

2023 IEEE 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, ITSC（2023）

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关键词

Machine Learning,Traffic Conditions,Real-time Estimation,Real-time Conditions,Traffic Estimation,Real-time State Estimation,Probe Vehicles,Traffic State Estimation,Probe Vehicle Data,Promising Results,Highway,Mean Absolute Error,Balance Of System,Model Predictive Control,Traffic Control,Ordinal Regression Model,Intelligent Transportation Systems,Training Set,Machine Learning Models,Cross-validation Set,Vehicle Flow,Real-time Probes,Amazon Web Services,Original Equipment Manufacturers,Random Search,Correct Classification,Real-world Implementation,Trajectory Data,Incorrect Classification

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