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Optimizing stock market prediction and stock trading strategies with deep learning models enhanced by nonlinear feature identification and robust prediction evaluation

Crossref DOI link: https://doi.org/10.1186/s40854-026-00929-6

Published Online: 2026-05-08

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Wang, Haoyu

Xie, Dejun

Duan, Yuqing

Xiong, Wenze

Chen, Dingding
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Text and Data Mining valid from 2026-05-08

Version of Record valid from 2026-05-08
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Article History

Received: 5 March 2025

Accepted: 26 March 2026

First Online: 8 May 2026

Declarations

:

: This does not apply to current research as there are no human participates involved.

: The authors consent for publication of the current research.

: The authors declare that there are no competing interests for the current study.

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