PCA-ICA-LSTM: A Hybrid Deep Learning Model Based on Dimension Reduction Methods to Predict S&P 500 Index Price

M Sarıkoç, M Celik - Computational Economics, 2024 - Springer
In this paper, we propose a new hybrid model based on a deep learning network to predict
the prices of financial assets. The study addresses two key limitations in existing …