Browsing by Subject "LSTM"

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Developing a framework for forecasting financial time series using Wavelet-LSTM hybrid model

Yenokyan, Robert (2018-07-17)

In this paper, 4 models are fitted in EUR/USD, GBP/USD, and USD/JPY rates. First LSTM model is fitted to forecast the price at the next step and is compared with Wavelet-LSTM hybrid model. The results show that the hybrid ...
Stock movement prediction using techniques of Deep Learning

Mkhoyan, Arshak (2019)

A prevalent challenge in the field of portfolio management, stock movement prediction - through traditional means - has still not been brought to its optimum, in that there is yet not a ready-to-go algorithm for attaining ...
Stock price forecast with deep learning LSTM and econometric ARIMA models

Ohanyan, Hakob (2018-07-17)

The forecast of stock market prices is very important information for investors who have the intention to invest in the stock market. There are forecast models designed to make predictions. In this paper, I propose different ...

Now showing items 1-3 of 3

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