Short-term traffic flow prediction of expressway based on CEEMD-GRU combination model

Short-term traffic flow prediction of expressway based on CEEMD-GRU combination model

In order to improve the accuracy of short-term traffic flow prediction,a short-term traffic flow prediction method of expressway based on the combined model of complementary ensemble empirical mode decomposition (CEEMD) and gated recurrent unit (GRU) was proposed.Firstly,the unstable original traffi...

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Autores principales: Fuxin SHEN, Qichun BING, Weijian ZHANG, Yanran HU, Peng GAO
Formato: article
Lenguaje:ZH
Publicado: Hebei University of Science and Technology 2021
Materias:
road transportation management; urban expressway; short-term traffic flow prediction; complementary ensemble empirical mode decomposition; gated recurrent unit neural network
Technology
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Acceso en línea:https://doaj.org/article/69825497e03840d8b34a3ee01da6a3a8
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