Application of Deep Learning Methods to Forecast Changes in Short-Term Exchange Rate Trends

This paper investigates the issues of short-term forecasting of exchange rates using deep learning models, which is relevant for both the academia and traders and investors. The purpose of this study is to build a model to forecast the direction of changes in the price movement of currency quotes ba...

Full description

Bibliographic Details
Main Authors: Vasily Derbentsev, Vitalii Bezkorovainyi, Iryna Luniak
Format: Article
Language:English
Published: Mukachevo State University 2020-12-01
Series:Науковий вісник Мукачівського державного університету. Серія Економіка
Subjects:
Online Access:https://economics-msu.com.ua/en/journals/tom-7-2-2020/zastosuvannya-metodiv-glibokogo-navchannya-do-prognozuvannya-zmini-korotkostrokovikh-trendiv-valyutnikh-kursiv