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Renewable energy and cryptocurrency: A dual approach to economic viability and environmental sustainability. [PDF]
Hakimi A +3 more
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Interpretable multi-horizon time series forecasting of cryptocurrencies by leverage temporal fusion transformer. [PDF]
Farooq A +5 more
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The political, psychological, and social correlates of cryptocurrency ownership. [PDF]
Littrell S, Klofstad C, Uscinski JE.
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Price prediction of PFP NFT based on the sentiments of users in posts on social media. [PDF]
Jang S, Lee D.
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Linkable Ring Signature for Privacy Protection in Blockchain-Enabled IIoT. [PDF]
Guo F +5 more
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Multiresolution granger causality testing with variational mode decomposition: a python software. [PDF]
Saâdaoui F, Rabbouch H.
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A novel cryptocurrency price trend forecasting model based on LightGBM
Finance Research Letters, 2020Forecasting cryptocurrency prices is crucial for investors. In this paper, we adopt a novel Gradient Boosting Decision Tree (GBDT) algorithm, Light Gradient Boosting Machine (LightGBM), to forecast the price trend (falling, or not falling) of ...
Xiaolei Sun, Zeqian Sima
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