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A recent study has demonstrated the effectiveness of combining Exponential Generalized Autoregressive Conditional Heteroskedasticity (EGARCH) with advanced machine learning techniques in predicting cryptocurrency trading decisions. The integration of these methods has shown to significantly improve accuracy in managing the volatility of cryptocurrency markets.