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Forecasting the movements of Bitcoin prices: an application of machine learning algorithms

Forecasting the movements of Bitcoin prices: an application of machine learning algorithms

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d847114107414afcbb23a360565ff45a

Forecasting the movements of Bitcoin prices: an application of machine learning algorithms

About this item

Full title

Forecasting the movements of Bitcoin prices: an application of machine learning algorithms

Publisher

AIMS Press

Journal title

Quantitative Finance and Economics, 2020-01, Vol.4 (4), p.679-692

Language

English

Formats

Publication information

Publisher

AIMS Press

More information

Scope and Contents

Contents

Cryptocurrencies, such as Bitcoin, are one of the most controversial and complex technological innovations in today's financial system. This study aims to forecast the movements of Bitcoin prices at a high degree of accuracy. To this aim, four different Machine Learning (ML) algorithms are applied, namely, the Support Vector Machines (SVM), the Art...

Alternative Titles

Full title

Forecasting the movements of Bitcoin prices: an application of machine learning algorithms

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_d847114107414afcbb23a360565ff45a

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_d847114107414afcbb23a360565ff45a

Other Identifiers

ISSN

2573-0134

E-ISSN

2573-0134

DOI

10.3934/QFE.2020031

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