AI-enhanced blockchain technology: A review of advancements and opportunities
Blockchain technology has rapidly gained popularity, permeating various fields due to its
inherent features of security, transparency, and decentralization. Blockchain-based …
inherent features of security, transparency, and decentralization. Blockchain-based …
An advanced CNN-LSTM model for cryptocurrency forecasting
Nowadays, cryptocurrencies are established and widely recognized as an alternative
exchange currency method. They have infiltrated most financial transactions and as a result …
exchange currency method. They have infiltrated most financial transactions and as a result …
Ensemble deep learning models for forecasting cryptocurrency time-series
Nowadays, cryptocurrency has infiltrated almost all financial transactions; thus, it is generally
recognized as an alternative method for paying and exchanging currency. Cryptocurrency …
recognized as an alternative method for paying and exchanging currency. Cryptocurrency …
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data
Accurate estimation of streamflow has a vital importance in water resources engineering,
management and planning. In the present study, the abilities of group method of data …
management and planning. In the present study, the abilities of group method of data …
A survey of deep learning applications in cryptocurrency
J Zhang, K Cai, J Wen - Iscience, 2024 - cell.com
This study aims to comprehensively review a recently emerging multidisciplinary area
related to the application of deep learning methods in cryptocurrency research. We first …
related to the application of deep learning methods in cryptocurrency research. We first …
Cryptocurrency price prediction with convolutional neural network and stacked gated recurrent unit
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 …
recognized as exchange currencies. The cryptocurrency trades caught the attention of …
Cryptocurrency portfolio allocation using a novel hybrid and predictive big data decision support system
AI Maghsoodi - Omega, 2023 - Elsevier
Establishing a cryptocurrency portfolio management and allocation decision support is vital
in enabling investors to thrive in this market. More than nearly 5000 cryptocurrencies are …
in enabling investors to thrive in this market. More than nearly 5000 cryptocurrencies are …
A novel validation framework to enhance deep learning models in time-series forecasting
Time-series analysis and forecasting is generally considered as one of the most challenging
problems in data mining. During the last decade, powerful deep learning methodologies …
problems in data mining. During the last decade, powerful deep learning methodologies …
An asymmetric PROMETHEE II for cryptocurrency portfolio allocation based on return prediction
Portfolio allocation, portfolio selection, and portfolio optimization are recognized as three
crucial problems in the financial field. Using different criteria in addition to return and risk in …
crucial problems in the financial field. Using different criteria in addition to return and risk in …
GATE: A guided approach for time series ensemble forecasting
In this article, a new ensemble learning model called GATE is proposed to improve the
accuracy and stability of time-series forecasting, which is a crucial aspect of modern …
accuracy and stability of time-series forecasting, which is a crucial aspect of modern …