Najme Mansouri

An innovative approach to stock forecasting: combining LSTM, VMD, and artificial rabbit optimization

Stock price time series exhibit inherent nonlinearity, nonstationarity, and volatility, which limit the predictive capacity of classical econometric models and conventional machine learning approaches. To address these challenges, this study proposes a novel hybrid framework, LSTM-ARO-VMD, that integrates Variational M...