This paper initially presents a brief overview of the cryptocurrency and its history. We discuss
the novel nature of literature attempting to create hybrid artificial neural network models 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 …

Blockchain technology is becoming increasingly popular because of its applications in
various fields. It gives an edge over the traditional centralized methods as it provides …

Cryptocurrency has captured the interest of financial scholars and become a major research
topic in blockchain. In cryptocurrency research, the use of machine learning algorithms is …

Over the past few years, Bitcoin price prediction has been changed to a big challenge for
investors on cryptocurrencies. In this regard, Neural Networks as a strong structure for …

Cryptocurrencies gain trust in users by publicly disclosing the full creation and transaction
history. In return, the transaction history faithfully records the whole spectrum of …

In the present era, social media platforms such as Facebook, WhatsApp, Twitter, and
Telegram are significant sources of information distribution, and people believe it without …

Cryptocurrencies can be considered as mathematical money. As the most famous
cryptocurrency, the Bitcoin price forecasting model is one of the popular mathematical …

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 …

This study aims to examine the issue of cryptocurrency volatility modelling and forecasting
based on high-frequency data. More specifically, this study assesses whether crisis periods …