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 …

[HTML][HTML] A comprehensive review on multiple hybrid deep learning approaches for stock prediction

J Shah, D Vaidya, M Shah - Intelligent Systems with Applications, 2022 - Elsevier
Numerous recent studies have attempted to create efficient mechanical trading systems
through the use of machine learning approaches for stock price estimation and portfolio …

A deep learning-based cryptocurrency price prediction scheme for financial institutions

MM Patel, S Tanwar, R Gupta, N Kumar - Journal of information security …, 2020 - Elsevier
A cryptocurrency is a network-based digital exchange medium, where the records are
secured using strong cryptographic algorithms such as Secure Hash Algorithm 2 (SHA-2) …

Deep learning-based cryptocurrency price prediction scheme with inter-dependent relations

S Tanwar, NP Patel, SN Patel, JR Patel… - IEEE …, 2021 - ieeexplore.ieee.org
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 …

DL-GuesS: Deep Learning and Sentiment Analysis-Based Cryptocurrency Price Prediction

R Parekh, NP Patel, N Thakkar, R Gupta… - IEEE …, 2022 - ieeexplore.ieee.org
Cryptocurrencies are peer-to-peer-based transaction systems where the data exchanges
are secured using the secure hash algorithm (SHA)-256 and message digest (MD)-5 …

[HTML][HTML] Models used to characterise blockchain features. A systematic literature review and bibliometric analysis

JJ Rico-Pena, R Arguedas-Sanz, C Lopez-Martin - Technovation, 2023 - Elsevier
Blockchain has emerged as an innovative technology with potential to transform business
management, through operational efficiency improvements. Nevertheless, several …

Cryptocurrencies and artificial intelligence: Challenges and opportunities

F Sabry, W Labda, A Erbad, Q Malluhi - IEEE Access, 2020 - ieeexplore.ieee.org
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 …

Fusion in cryptocurrency price prediction: A decade survey on recent advancements, architecture, and potential future directions

NP Patel, R Parekh, N Thakkar, R Gupta… - IEEE …, 2022 - ieeexplore.ieee.org
Cryptographic forms of money are distributed peer-to-peer (P2P) computerized exchange
mediums, where the exchanges or records are secured through a protected hash set of …

Bitcoin network mechanics: Forecasting the btc closing price using vector auto-regression models based on endogenous and exogenous feature variables

A Ibrahim, R Kashef, M Li, E Valencia… - Journal of Risk and …, 2020 - mdpi.com
The Bitcoin (BTC) market presents itself as a new unique medium currency, and it is often
hailed as the “currency of the future”. Simulating the BTC market in the price discovery …

A comparative study of regression analysis for modelling and prediction of bitcoin price

YK Saheed, RM Ayobami, T Orje-Ishegh - Blockchain Applications in the …, 2022 - Springer
The appraisal of Bitcoin's price-changing characteristics is extremely difficult because of the
nonlinear, nonstationary, effect of multiple uncontrollable factors, and volatile nature. The …