PAM: Cultivate a Novel LSTM Predictive analysis Model for The Behavior of Cryptocurrencies

M Mohamed, M Gharib - Sustainable Machine Intelligence …, 2024 - sciencesforce.com
The popularity of cryptocurrencies has skyrocketed in the last several years due to the
introduction of blockchain technology (BCT). Herein, we are navigating the intersection of …

Bitcoin monthly return forecast: A comparison of ARIMA and multi layer Perceptron Artificial Neural Network

I Lazović, B Đorđević, M Lukić - International Review, 2023 - ceeol.com
In this paper, we compare the predictive power of Auto Regressive Integrated Moving
Averages (ARIMA) and Multi-Layer Perceptron Artificial Neural Networks (MLP ANN) model …

Prediction of Ethereum Prices Based on Blockchain Information in an Industrial Finance System Using Machine Learning Techniques

S Ben Romdhane, F Ben Rejab, K Mnasri - International Conference on …, 2023 - Springer
Ethereum is one of the most established Blockchains. It has managed to hold on to second
place in terms of market capitalization, after Bitcoin. Like all other cryptocurrencies …