Improving stock prediction accuracy using cnn and lstm

J Rasheed, A Jamil, AA Hameed, M Ilyas… - … Conference on Data …, 2020 - ieeexplore.ieee.org
Stock price modeling and prediction is a challenging task due to its non-stationary and
dynamic nature of data. Developing an accurate stock prediction method can help investors
in making profitable decisions by reducing the investment risks. This paper proposes a deep
learning-based method for significantly improving the stock prediction accuracy using deep
learning-based methods. Two well-known methods were investigated, namely one
dimensional Convolutional Neural Network (1D-CNN) and the Long Short-Term Memory …

[引用][C] Improving Stock Prediction Accuracy Using CNN and LSTM

R Jawad, J Akhtar, HA Ali, I Muhammad, O Adem… - 2020
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