The growing utilization of machine learning techniques for forecasting has generated
significant interest among individuals involved in Bitcoin investing, trading, and portfolio …

Bitcoin has attracted significant attention from academia and industry and has emerged as a
new and rapidly growing research field over the past decade. However, there has been no …

This study provides a comprehensive analysis of the evolving field of Bitcoin research
through the application of bibliometric analysis and structural topic modeling techniques. A …

This study assesses the effectiveness of machine learning (ML) models in predicting
fluctuations in the direction of Bitcoin prices using conventional technical indicators. Given …

Sažetak Bitcoin has drawn a lot of interest recently as a possible high-earning investment.
There are significant financial risks associated with its erratic price volatility. Therefore …

Bitcoin is a worldwide virtual currency. It is globally used as a financial asset and as a
currency factor for buying and selling products and services in exchange of fractions or …

In the volatile realm of cryptocurrency markets, this research explores the intricate dance of
Bitcoin price dynamics through the lens of machine learning. Employing a multifaceted …

This research endeavors to forecast Bitcoin prices by employing a suite of machine learning
and deep learning models. Five distinct models were employed: Random Forest, Linear …

Using daily data from 1st April 2016 to 3rd March 2022, this study aims to explore the use
and effectiveness of machine learning algorithms in forecasting the price of Bitcoin. The …

Since cryptocurrencies are among the most extensively traded financial instruments
globally, predicting their price has become a crucial topic for investors. Our dataset, which …