Bitcoin price movement direction prediction : a comparison between Decision Tree SVM and LSTM

This thesis explores the ability of machine learning methods combined with the use of blockchain characteristics, a stable coin proxy and technical indicators to predict the price movement of Bitcoin correctly. The experimental work attempts to prove that machine learning models can outperform a Buy...

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Bibliographic Details
Main Author: Oliveira, Henrique Martim Aguiar Sobral (author)
Format: masterThesis
Language:eng
Published: 2021
Subjects:
Bitcoin
Price movement prediction
Machine learning
Blockchain
Technical analysis
Stable coin
Previsão do movimento do preço
Análise técnica
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
Online Access:http://hdl.handle.net/10400.14/35339
Country:Portugal
Oai:oai:repositorio.ucp.pt:10400.14/35339

Internet

http://hdl.handle.net/10400.14/35339

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