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• 2012A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting157 cited
• 2023Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022156 cited
• 2021Stock market forecasting using a multi-task approach integrating long short-term memory and the random forest framework150 cited
• 2017Multidimensional k -nearest neighbor model based on EEMD for financial time series forecasting134 cited
• 2003Forecasting of currency exchange rates using ANN: a case study131 cited
• 2008A neural-network-based nonlinear metamodeling approach to financial time series forecasting125 cited
• 2002Forecasting and trading currency volatility: an application of recurrent neural regression and model combination105 cited
• 2003Tourist market segmentation with linear and non-linear techniques100 cited
• 2005Neural network approach to forecasting of quasiperiodic financial time series100 cited
• 2010Integrating independent component analysis-based denoising scheme with neural network for stock price prediction98 cited
• 2001Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map95 cited
• 2017A comprehensive cluster and classification mining procedure for daily stock market return forecasting91 cited
• 2020