Prediction of cryptocurrency price index using artificial neural networks: a survey of the literature

SE Charandabi, K Kamyar - European Journal of Business and …, 2021 - ejbmr.org
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 …

[PDF][PDF] Survey of cryptocurrency volatility prediction literature using artificial neural networks

SE Charandabi, K Kamyar - Business and Economic Research, 2022 - researchgate.net
We start by presenting a short description of the concept of cryptocurrency and the history
behind it. Recently-developed literature that attempt to predict volatilities of cryptocurrency …

Cryptocurrency price prediction using traditional statistical and machine‐learning techniques: A survey

AM Khedr, I Arif, M El‐Bannany… - Intelligent Systems in …, 2021 - Wiley Online Library
Cryptocurrencies are decentralized electronic counterparts of government‐issued money.
The first and best‐known cryptocurrency example is bitcoin. Cryptocurrencies are used to …

Using a feed forward neural network algorithm to predict prices of multiple cryptocurrencies

SE Charandabi, K Kamyar - European Journal of Business and …, 2021 - ejbmr.org
This paper initially presents a nontechnical overview of cryptocurrency, its history, and the
technicalities of its usage as a means of exchange. Bitcoin's working methodology and …

Prediction of cryptocurrency returns using machine learning

E Akyildirim, A Goncu, A Sensoy - Annals of Operations Research, 2021 - Springer
In this study, the predictability of the most liquid twelve cryptocurrencies are analyzed at the
daily and minute level frequencies using the machine learning classification algorithms …

Cryptocurrency price and volatility predictions with machine learning

S Poudel, R Paudyal, B Cankaya… - Journal of Marketing …, 2023 - Springer
In recent years, the digital currency has gained significant popularity owing to its increasing
dependence on computers and the Internet. Among various forms of virtual currency …

Predicting the closing price of cryptocurrencies: a comparative study

X Tan, R Kashef - Proceedings of the Second International Conference …, 2019 - dl.acm.org
Current research shows that stock market price, collected as a type of time-series data, could
be forecasted by machine learning. The pricing data of cryptocurrency could also be used to …

Forecasting cryptocurrency prices using recurrent neural network and long short-term memory

I Nasirtafreshi - Data & Knowledge Engineering, 2022 - Elsevier
The rapid development of cryptocurrencies over the past decade is one of the most
controversial and ambiguous innovations in the modern global economy. Numerous and …

Past, present, and future of the application of machine learning in cryptocurrency research

YS Ren, CQ Ma, XL Kong, K Baltas… - Research in International …, 2022 - Elsevier
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 …

[PDF][PDF] Automated cryptocurrencies prices prediction using machine learning

R Mittal, S Arora, MPS Bhatia - ICTACT Journal on Soft Computing, 2018 - ictactjournals.in
Currently, Cryptocurrency is one of the trending areas of research among researchers. Many
researchers may analyze the cryptocurrency features in several ways such as market price …