Forecasting Shanghai Container Freight Index: A Deep-Learning-Based Model Experiment

With the increasing availability of large datasets and improvements in prediction algorithms, machine-learning-based techniques, particularly deep learning algorithms, are becoming increasingly popular. However, deep-learning algorithms have not been widely applied to predict container freight rates...

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Detalhes bibliográficos

Principais autores:	Enna Hirata, Takuma Matsuda
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-04-01
coleção:	Journal of Marine Science and Engineering
Assuntos:	Shanghai Containerized Freight Index long short-term memory seasonal autoregressive integrated moving average deep learning machine learning forecasting
Acesso em linha:	https://www.mdpi.com/2077-1312/10/5/593
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