Cryptocurrencies are decentralized electronic counterparts of government‐issued money.
The first and best‐known cryptocurrency example is bitcoin. Cryptocurrencies are used to …

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 …

After the invention of Bitcoin as well as other blockchain-based peer-to-peer payment
systems, the cryptocurrency market has rapidly gained popularity. Consequently, the …

Cryptocurrency price forecasting plays an important role in financial markets. Traditional
approaches face two challenges:(1) it is difficult to ascertain the influential factors related to …

This paper discusses the problems of short-term forecasting of cryptocurrency time series
using a supervised machine learning (ML) approach. For this goal, we applied two of the …

In last decade, cryptocurrency has emerged in financial area as a key factor in businesses
and financial market opportunities. Accurate predictions can assist cryptocurrency investors …

Our study is devoted to the problems of the short-term forecasting cryptocurrency time series
using machine learning (ML) approach. Focus on studying of the financial time series allows …

Cryptocurrency has grown outstandingly in recent years. Additional events throughout the
planet have acknowledged the significance of embracing numeral benefits virtually with …

Bitcoin as an asset class has received phenomenal investor attention and is considered to
have similar characteristics like gold. This study aims to analyze the price behavior of bitcoin …

The emergence of cryptocurrency markets has drastically changed how online transactions
are conducted and provide a new investment opportunity. This study contributes to the …