A Research: Investigation of Financial Applications with Blockchain Technology

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dc.contributor.authorMohammed, Mohammed Ali
dc.contributor.authorTurk, Fuat
dc.date.accessioned2025-01-21T16:15:51Z
dc.date.available2025-01-21T16:15:51Z
dc.date.issued2024
dc.departmentKırıkkale Üniversitesi
dc.description.abstractCryptocurrencies have revolutionized the financial landscape by providing decentralized and anonymous payment systems, making them an intriguing subject for investors and researchers. This article delves into applying machine learning techniques for predicting cryptocurrency prices, mainly focusing on Bitcoin, Ethereum, and Binance Coin. Employing a range of machine learning models, including XGBoost, Linear Regression, and Gaussian Processes, the study aims to evaluate their predictive performance comprehensively. The results are promising; our models outperform existing studies, achieving impressively low RMSE values of 0.0040 for Bitcoin, 0.028 for Ethereum, and 0.027 for Binance Coin. These findings contribute valuable insights into the volatility and dynamics of cryptocurrency pric- es and underscore the potential of machine learning in shaping financial decision-making. Future directions include integrating advanced deep learning models, additional data sourc- es, and ensemble methods to enhance prediction accuracy and robustness.
dc.identifier.doi10.17350/hjse19030000329
dc.identifier.endpage40
dc.identifier.issn2149-2123
dc.identifier.issn2148-4171
dc.identifier.issue1
dc.identifier.startpage33
dc.identifier.trdizinid1239649
dc.identifier.urihttps://doi.org/10.17350/hjse19030000329
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1239649
dc.identifier.urihttps://hdl.handle.net/20.500.12587/22271
dc.identifier.volume11
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofHittite Journal of Science and Engineering
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241229
dc.subjectBilgisayar Bilimleri
dc.subjectYazılım Mühendisliği
dc.subjectİşletme
dc.subjectBilgisayar Bilimleri
dc.subjectSibernitik
dc.subjectBilgisayar Bilimleri
dc.subjectBilgi Sistemleri
dc.subjectBilgisayar Bilimleri
dc.subjectDonanım ve Mimari
dc.subjectBilgisayar Bilimleri
dc.subjectTeori ve Metotlar
dc.subjectİşletme Finans
dc.subjectBilgisayar Bilimleri
dc.subjectYapay Zeka
dc.titleA Research: Investigation of Financial Applications with Blockchain Technology
dc.typeArticle

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