An ensemble approach integrating LSTM and ARIMA models for enhanced financial market predictions

Forecasting financial markets is a complex task that requires addressing various challenges, such as market complexity, data heterogeneity, the need for rapid response and constant changes in conditions, to gain a competitive advantage. To effectively address these challenges, it is necessary to con...

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Bibliographic Details
Main Authors: Lesia Mochurad, Andrii Dereviannyi
Format: Article
Language:English
Published: The Royal Society 2024-09-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/10.1098/rsos.240699