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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Tetiana Samotii

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Open access Sep 2026

Analysis of Cryptocurrency Time Series and Forecasting of Volatility Changes Using LSTM Neural Networks and Multifractal Analysis Methods

Examination of volatility dynamics of Bitcoin, Ether, XRP, and Solana as an indicator of market risk showed that their forecasting contribution depends on the feature construction method, while volatility-based features were generally more informative.

Yaroslav Sokolovskyy, M. Opryshko, Tetiana Samotii et al. · 0 citations

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