A Hybrid Model for Vessel Traffic Flow Prediction Based on Wavelet and Prophet

Accurate vessel traffic flow prediction is significant for maritime traffic guidance and control. According to the characteristics of vessel traffic flow data, a new hybrid model, named DWT–Prophet, is proposed based on the discrete wavelet decomposition and Prophet framework for the prediction of v...

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Autores principales: Dangli Wang, Yangran Meng, Shuzhe Chen, Cheng Xie, Zhao Liu
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/88e7be3ae24241a5a8fa4775afed3482
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