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Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches

Abstract As a new type of currency introduced in the new millennium, cryptocurrency has established its ecosystems and attracts many people to use and invest in it. However, cryptocurrencies are highly dynamic and volatile, making it challenging to predict their future values. In this research, we u...

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Principais autores: Seng Hansun, Arya Wicaksana, Abdul Q. M. Khaliq
Format: Artigo
Sprog:Inglês
Udgivet: SpringerOpen 2022-04-01
Serier:Journal of Big Data
Fag:
Bidirectional
Cryptocurrency
Gated recurrent unit
Long short-term memory
Prediction
Recurrent neural networks
Online adgang:https://doi.org/10.1186/s40537-022-00601-7
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