Decision Sciences
2 years ago

Revolutionary VMD-LSTM Combo Predicts Forex Rates with Unprecedented Accuracy

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Lecture notes on data engineering and communications technologies
A Novel Variational-Mode-Decomposition-Based Long Short-Term Memory for Foreign Exchange Prediction
Shyer Bin Tan, Lipo Wang

Paper Summary

The article introduces a new method for predicting foreign exchange rates by combining a signal processing technique called Variational Mode Decomposition (VMD) with a Long Short-Term Memory Neural Network (LSTM). By using this approach, the researchers were able to achieve significant improvements in forex rate predictions compared to other models.

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