Injury Severity Prediction of Traffic Collision by Applying a Series of Neural Networks: The City of London Case Study

This paper focuses on predicting injury severity of a driver or rider by applying multi-layer perceptron (MLP), support vector machine (SVM), and a hybrid MLP-SVM method. By correlating the injury severity results and the influences that support their creation, this study was able to determine the k...

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Bibliographic Details
Main Authors: Meisam Siamidoudaran, Ersun İşçioğlu
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2019-12-01
Series:Promet (Zagreb)
Subjects:
Online Access:https://traffic.fpz.hr/index.php/PROMTT/article/view/3032