Split-Second Cryptocurrency Forecast Using Prognostic Deep Learning Algorithms: Data Curation by Deephaven

S Syed, A Iqbal, W Mehmood, Z Syed, M Khan… - IEEE …, 2023 - ieeexplore.ieee.org
Cryptocurrency is a popular digital currency due to its security and peer-to-peer
transferability. Predicting cryptocurrency prices is crucial for investors and traders to make …

Deep Learning with Attention Mechanism for Cryptocurrency Price Forecasting

V Yazhini, M Nimal Madhu, B Premjith… - International Conference …, 2023 - Springer
Cryptocurrencies are a hot topic in recent years. This study aims to predict the future closing
price of Bitcoin and Ethereum using different combinations of Long Short-Term Memory …

Leveraging Machine Learning for Cryptocurrency Price Forecasting

S Kim - International Journal of Creative Research In Computer …, 2023 - jrctd.in
Digital currencies are increasingly recognized as viable alternatives to traditional fiat money,
with cryptocurrency trading emerging as an enticing avenue for investors seeking potentially …

[PDF][PDF] An Advanced CNN-LSTM Model for Cryptocurrency Forecasting. Electronics 2021, 10, 287

IE Livieris, N Kiriakidou, S Stavroyiannis, P Pintelas - 2021 - academia.edu
Nowadays, cryptocurrencies are established and widely recognized as an alternative
exchange currency method. They have infiltrated most financial transactions and as a result …

Forecasting Bitcoin Prices using Deep Learning for Consumer Centric Industrial Applications

PK Roy, A Kumar, A Singh… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
As cryptocurrencies become more popular as investment vehicles, bitcoin draws interest
from businesses, consumers, and computer scientists all across the world. Bitcoin is a …

Probabilistic deep learning and transfer learning for robust cryptocurrency price prediction

A Golnari, MH Komeili, Z Azizi - Expert Systems with Applications, 2024 - Elsevier
Forecasting the price of Bitcoin (BTC) with precision is a complex endeavor, given the
market's inherent uncertainty and volatility, influenced by a diverse range of parameters …

[HTML][HTML] Cryptocurrency price prediction with convolutional neural network and stacked gated recurrent unit

CY Kang, CP Lee, KM Lim - Data, 2022 - mdpi.com
Virtual currencies have been declared as one of the financial assets that are widely
recognized as exchange currencies. The cryptocurrency trades caught the attention of …

[HTML][HTML] Forecasting cryptocurrency returns using classical statistical and deep learning techniques

NN AlMadany, O Hujran, G Al Naymat… - International Journal of …, 2024 - Elsevier
The emergence of cryptocurrencies has generated enthusiasm and concern in the modern
global economy. However, their high volatility, erratic price fluctuations, and tendency to …

Empirical Forecasting Analysis of Bitcoin Prices: A Comparison of Machine learning, Deep learning, and Ensemble learning Models

N Tripathy, S Hota, D Mishra, P Satapathy… - International journal of …, 2024 - hrcak.srce.hr
Sažetak Bitcoin has drawn a lot of interest recently as a possible high-earning investment.
There are significant financial risks associated with its erratic price volatility. Therefore …

Bitcoin price forecasting using time-series architectures

LGN De Leon, RC Gomez, MLG Tacal… - … Conference on ICT …, 2022 - ieeexplore.ieee.org
The cryptocurrency market has shown an imperfect market property due to volatility and
erratic behavior. Cryptocurrencies “prices largely fluctuate because of the 24/7 trading policy …