Fatality Prediction for Motor Vehicle Collisions: Mining Big Data Using Deep Learning and Ensemble Methods

Fatality Prediction for Motor Vehicle Collisions: Mining Big Data Using Deep Learning and Ensemble Methods

Motor vehicle crashes are one of the most common causes of fatalities on the roads. Real-time severity prediction of such crashes may contribute towards reducing the rate of fatality. In this study, the fundamental goal is to develop machine learning models that predict whether the outcome of a coll...

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Bibliographic Details
Main Authors: Mahzabeen Emu, Farjana Bintay Kamal, Salimur Choudhury, Quazi Abidur Rahman
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Deep learning
collision severity prediction
ensemble methods
information content analysis
Online Access:https://ieeexplore.ieee.org/document/9737563/

Internet

https://ieeexplore.ieee.org/document/9737563/

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