Transformer-Conformer Ensemble for Crash Prediction Using Connected Vehicle Trajectory Data

Transformer-Conformer Ensemble for Crash Prediction Using Connected Vehicle Trajectory Data

Crash prediction is one of the important elements of real time traffic management strategies. Previous studies have demonstrated the use of infrastructure-based detector data and UAV video to predict a crash in the near future. The main limitation of such data is limited coverage. In this work, we h...

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Bibliographic Details
Main Authors: Zubayer Islam, Mohamed Abdel-Aty, B M Tazbiul Hassan Anik
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Transformer
conformer
connected vehicle
crash prediction
traffic safety
Online Access:https://ieeexplore.ieee.org/document/10339651/

Internet

https://ieeexplore.ieee.org/document/10339651/

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