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Multi-feature stock price prediction by LSTM networks based on VMD and TMFG

Abstract The stock market is characterized by its high nonlinearity and complexity, making traditional methods ineffective in capturing its nonlinear features and complex market dynamics. This paper proposes a novel stock price forecasting model—the Variational Mode Decomposition—Triangulated Maxima...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Zhixin Zhang, Qingyang Liu, Yanrong Hu, Hongjiu Liu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: SpringerOpen 2025-03-01
Rangatū:Journal of Big Data
Ngā marau:
Urunga tuihono:https://doi.org/10.1186/s40537-025-01127-4
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