[HTML][HTML] Bitcoin price prediction using machine learning: An approach to sample dimension engineering
Z Chen, C Li, W Sun - Journal of Computational and Applied Mathematics, 2020 - Elsevier
After the boom and bust of cryptocurrencies' prices in recent years, Bitcoin has been
increasingly regarded as an investment asset. Because of its highly volatile nature, there is a …
increasingly regarded as an investment asset. Because of its highly volatile nature, there is a …
The predictive power of public Twitter sentiment for forecasting cryptocurrency prices
O Kraaijeveld, J De Smedt - Journal of International Financial Markets …, 2020 - Elsevier
Cryptocurrencies have become a very popular topic recently, primarily due to their disruptive
potential and reports of unprecedented returns. In addition, academics increasingly …
potential and reports of unprecedented returns. In addition, academics increasingly …
Predicting the price of bitcoin using machine learning
The goal of this paper is to ascertain with what accuracy the direction of Bitcoin price in USD
can be predicted. The price data is sourced from the Bitcoin Price Index. The task is …
can be predicted. The price data is sourced from the Bitcoin Price Index. The task is …
Cryptocurrencies and artificial intelligence: Challenges and opportunities
Decentralized cryptocurrencies have gained a lot of attention over the last decade. Bitcoin
was introduced as the first cryptocurrency to allow direct online payments without relying on …
was introduced as the first cryptocurrency to allow direct online payments without relying on …
Blockchain as supply chain technology: considering transparency and security
Purpose This paper discusses how the features of blockchain technology impact supply
chain transparency through the lens of the information security triad (confidentiality, integrity …
chain transparency through the lens of the information security triad (confidentiality, integrity …
[HTML][HTML] Bitcoin volatility, stock market and investor sentiment. Are they connected?
Bitcoin is the cryptocurrency with the largest market capitalization, and many studies have
examined its role in financial markets. In this manuscript, we contribute to the extant body of …
examined its role in financial markets. In this manuscript, we contribute to the extant body of …
Bitcoin price prediction using ARIMA model
Bitcoin is a highly volatile cryptocurrency with rising popularity. It is a turning point in the way
currency is seen. Now the currency, rather than being physical is becoming more and more …
currency is seen. Now the currency, rather than being physical is becoming more and more …
Bitcoin price forecasting with neuro-fuzzy techniques
Cryptocurrencies, with Bitcoin being the most notable example, have attracted considerable
attention in recent years, and they have experienced large fluctuations in their price. While a …
attention in recent years, and they have experienced large fluctuations in their price. While a …
From prediction to profit: A comprehensive review of cryptocurrency trading strategies and price forecasting techniques
S Otabek, J Choi - IEEE Access, 2024 - ieeexplore.ieee.org
The rapid evolution of cryptocurrency markets and the increasing complexity of trading
strategies necessitate a comprehensive understanding of price-prediction models and their …
strategies necessitate a comprehensive understanding of price-prediction models and their …
Cryptocurrencies as hedges and safe-havens for US equity sectors
We uncover the hedging and safe-haven properties of eight cryptocurrencies against down
movements in the S&P 500 and its 10 equity sectors. Evidence from the cross-quantilogram …
movements in the S&P 500 and its 10 equity sectors. Evidence from the cross-quantilogram …