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Open Access

Peer-reviewed

Research Article

A dual-path convolutional neural network combined with an attention-based bidirectional long short-term memory network for stock price prediction

Guiyan Zhao,

Roles Formal analysis, Funding acquisition, Methodology, Software, Visualization, Writing – original draft

Affiliation Qiaoxing School of Economics and Management, Fujian Polytechnic Normal University, Fuzhou, China
⨯
Yunfei Cheng ,

Roles Data curation, Methodology, Software, Writing – review & editing

* E-mail: zmcvbcyf@163.com

Affiliation School of Mathematics and Statistics, Changchun University of Technology, Changchun, China

https://orcid.org/0009-0001-6754-5676

⨯
Jianhui Yang,

Roles Resources, Supervision, Writing – review & editing

Affiliation Qiaoxing School of Economics and Management, Fujian Polytechnic Normal University, Fuzhou, China
⨯
Jiayuan Ouyang

Roles Conceptualization, Investigation, Validation

Affiliation Qiaoxing School of Economics and Management, Fujian Polytechnic Normal University, Fuzhou, China
⨯

A dual-path convolutional neural network combined with an attention-based bidirectional long short-term memory network for stock price prediction

Guiyan Zhao,
Yunfei Cheng,
Jianhui Yang,
Jiayuan Ouyang

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Published: April 22, 2025
https://doi.org/10.1371/journal.pone.0319775

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