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Open Access

Peer-reviewed

Research Article

Forecasting shipping index using CEEMD-PSO-BiLSTM model

Chengang Li,

Roles Conceptualization, Funding acquisition, Supervision

Affiliations School of Big Data Application and Economics, Guizhou University of Finance and Economics, Guiyang, Guizhou, China, Guizhou Key Laboratory of Big Data Statistics Analysis, Guizhou University of Finance and Economics, Guiyang, Guizhou, China
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Xuan Wang,

Roles Funding acquisition, Writing – original draft, Writing – review & editing

Affiliations School of Big Data Application and Economics, Guizhou University of Finance and Economics, Guiyang, Guizhou, China, New Structure Financial Research Center, Guizhou University of Finance and Economics, Guiyang, Guizhou, China
⨯
Yongxiang Hu ,

Roles Funding acquisition, Resources, Supervision

* E-mail: doctorhu110@hgu.edu.cn

Affiliation School of Land Science and Space Planning, Hebei GEO University, Shijiazhuang, Hebei, China

https://orcid.org/0000-0003-2596-5282

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Ying Yan,

Roles Data curation, Formal analysis

Affiliation School of Big Data Application and Economics, Guizhou University of Finance and Economics, Guiyang, Guizhou, China
⨯
Han Jin,

Roles Formal analysis, Methodology

Affiliation School of Big Data Application and Economics, Guizhou University of Finance and Economics, Guiyang, Guizhou, China
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Guofei Shang

Roles Resources, Supervision

Affiliation School of Land Science and Space Planning, Hebei GEO University, Shijiazhuang, Hebei, China
⨯

Forecasting shipping index using CEEMD-PSO-BiLSTM model

Chengang Li,
Xuan Wang,
Yongxiang Hu,
Ying Yan,
Han Jin,
Guofei Shang

x

Published: February 2, 2023
https://doi.org/10.1371/journal.pone.0280504

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