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Data Imputation for Detected Traffic Volume of Freeway Using Regression of Multilayer Perceptron

Traffic volume data are the important part of research and application of intelligent transportation systems (ITS). However, data loss often happens due to various factors in the real world, which may cause large deviations in prediction or bad accuracy of optimizations. Imputation is a valid way to...

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Detalhes bibliográficos
Main Authors: Xiang Wang, Yingying Ma, Shengwen Huang, Yu Xu
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi-Wiley 2022-01-01
Colecção:Journal of Advanced Transportation
Acesso em linha:http://dx.doi.org/10.1155/2022/4840021
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