Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
Omer Berat Sezer,M. U. Gudelek,A. Ozbayoglu
2019 · DOI: 10.1016/j.asoc.2020.106181
Applied Soft Computing · 引用数 1,161
TLDR
A comprehensive literature review on DL studies for financial time series forecasting implementations and grouped them based on their DL model choices, such as Convolutional Neural Networks (CNNs), Deep Belief Networks (DBNs), Long-Short Term Memory (LSTM).