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Forecasting Dow Jones Industrial Average Index Movement Using Long Short-Term Memory network (CROSBI ID 699391)

Prilog sa skupa u zborniku | kratko priopćenje

Štifanic, Daniel ; Jukić, Adrijana ; Musulin, Jelena ; Car, Zlatan Forecasting Dow Jones Industrial Average Index Movement Using Long Short-Term Memory network // Abstract Book - Fifth International Workshop on Data Science / Lončarić, Sven (ur.). Zagreb: Znanstveni centar izvrsnosti za znanost o podatcima i kooperativne sustave, 2020. str. 45-46

Podaci o odgovornosti

Štifanic, Daniel ; Jukić, Adrijana ; Musulin, Jelena ; Car, Zlatan

engleski

Forecasting Dow Jones Industrial Average Index Movement Using Long Short-Term Memory network

The stock market tends to be a noisy, non- stationary and non-linear dynamical system, therefore, forecasting stock price movement is quite difficult. Numerous factors interact in finance including economic conditions, COVID-19 pandemic, political events, etc. However, with the help of artificial intelligence-based system, supportive and valuable information can be provided to the traders and analysts, which may be crucial for successful investment and maximizing profits. The approach that provided satisfactory results in terms of stock market forecasting is an integration of stationary wavelet transform (SWT) with long short-term memory networks (LSTMs).

stationary wavelet transform (SWT) ; long short-term memory networks (LSTMs) ; COVID-19 ; Forecasting Dow Jones

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Podaci o prilogu

45-46.

2020.

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objavljeno

Podaci o matičnoj publikaciji

Abstract Book - Fifth International Workshop on Data Science

Lončarić, Sven

Zagreb: Znanstveni centar izvrsnosti za znanost o podatcima i kooperativne sustave

Podaci o skupu

5th International Workshop on Data Science (IWDS 2020)

predavanje

24.11.2020-24.11.2020

Zagreb, Hrvatska

Povezanost rada

Ekonomija, Računarstvo