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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Библиографические подробности

Главные авторы:	Branislav Dimitrijevic, Roksana Asadi, Lazar Spasovic
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Elsevier 2023-05-01
Серии:	Transportation Research Interdisciplinary Perspectives
Предметы:	Crash severity Work zones Support vector machine Genetic algorithm-optimized SVM Greedy-search optimized SVM
Online-ссылка:	http://www.sciencedirect.com/science/article/pii/S2590198223000489
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