Accurately predicting the prices of financial time series is essential and challenging for the
financial sector. Owing to recent advancements in deep learning techniques, deep learning …

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 …

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 …

Nowadays, cryptocurrencies are established and widely recognized as an alternative
exchange currency method. They have infiltrated most financial transactions and as a result …

This paper focuses on the prediction of cryptocurrency volatility. The stock market volatility
represents a very influential aspect that affects a wide range of decisions in business and …

An explainable/interpretable machine learning model is able to make reasoning about its
predictions in understandable terms to humans. These properties are essential in order to …

This study conducts a bibliometric analysis and systematic review of cryptocurrency trading
algorithms to identify existing gaps in the area. From our standpoint, this is the first study to …

Investor sentiment is widely recognized as the major determinant of cryptocurrency prices.
Although earlier research has revealed the influence of investor sentiment on cryptocurrency …

Nowadays, the use of synthetic data has gained popularity as a cost-efficient strategy for
enhancing data augmentation for improving machine learning models performance as well …

Objective: This paper explains the working of the linear regression and Long Short-Term
Memory model in predicting the value of a Bitcoin. Due to its raising popularity, Bitcoin has …