45 citations · 58 across the 3 of their papers we have counts for
4 papers
Deep Learning for Financial Applications : A Survey
Ahmet Murat Ozbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting…
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Ozbayoglu
Financial time series forecasting is, without a doubt, the top choice of computational intelligence for finance researchers from both academia and financial industry due to its bro…
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks
Omer Berat Sezer, Ahmet Murat Ozbayoglu
Even though computational intelligence techniques have been extensively utilized in financial trading systems, almost all developed models use the time series data for price predic…
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework
O. B. Sezer, M. Ozbayoglu, E. Dogdu
In this paper, a neural network-based stock price prediction and trading system using technical analysis indicators is presented. The model developed first converts the financial t…