International Review of Economics & Finance· 2025Q1· Review
Deep learning for financial forecasting: A review of recent trends
- 46citations
- Q1SCImago
- 2025year
Short summary
A review of 187 studies (2020-2024) reveals RNN-based models, especially LSTMs, dominate financial forecasting, with CNN-LSTM hybrids increasingly used for spatio-temporal dependencies, and cryptocurrency prediction emerging as a key task.
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Management Science and Operations ResearchDecision Sciences