Application of hybrid support vector Machine models in analysis of work zone crash injury severity

Crash severity models are often used to analyze the adverse effects of highway work zones on traffic safety. In this study we evaluated application of hybrid support vector machine (SVM) and hyperparameter optimization models for improved accuracy of crash severity prediction. Two hybrid models were...

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Bibliographic Details

Main Authors:	Branislav Dimitrijevic, Roksana Asadi, Lazar Spasovic
Format:	Artigo
Language:	Inglês
Published:	Elsevier 2023-05-01
Series:	Transportation Research Interdisciplinary Perspectives
Subjects:	Crash severity Work zones Support vector machine Genetic algorithm-optimized SVM Greedy-search optimized SVM
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590198223000489
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