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Modelling and Forecasting of EUR/USD Exchange Rate Using Ensemble Learning Approach Cover

Modelling and Forecasting of EUR/USD Exchange Rate Using Ensemble Learning Approach

Cybernetics and Information Technologies
Volume 22 (2022): Issue 4 (November 2022)
By: Ivaylo V. Boyoukliev,  Hristina N. Kulina and  Snezhana G. Gocheva-Ilieva  
Open Access
|Nov 2022
Authors

Authors

Ivaylo V. Boyoukliev

boyouklievi@uni-plovdiv.bg

Faculty of Mathematics and Informatics, University of Plovdiv Paisii Hilendarski, Plovdiv, Bulgaria

Hristina N. Kulina

kulina@uni-plovdiv.bg

Faculty of Mathematics and Informatics, University of Plovdiv Paisii Hilendarski, Plovdiv, Bulgaria

Snezhana G. Gocheva-Ilieva

snow@uni-plovdiv.bg

Faculty of Mathematics and Informatics, University of Plovdiv Paisii Hilendarski, Plovdiv, Bulgaria
DOI: https://doi.org/10.2478/cait-2022-0044 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
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Language: English
Page range: 142 - 151
Submitted on: Jun 27, 2022
Accepted on: Oct 2, 2022
Published on: Nov 10, 2022
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
CART-Ensembles and Bagging,
machine learning,
predictive model,
autoregressive integrated moving average,
key macroeconomic indicators
Related subjects:
Computer sciences,
Information technology

© 2022 Ivaylo V. Boyoukliev, Hristina N. Kulina, Snezhana G. Gocheva-Ilieva, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 22 (2022): Issue 4 (November 2022)
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