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A unified GRU model for cryptocurrency price prediction and harsh price movement detection using enhanced sentiment analysis

Abstract Predicting cryptocurrency price movements using social media sentiment remains challenging due to the noisy, heterogeneous, and rapidly evolving nature of online signals. While prior studies commonly combine sentiment analysis with deep learning models, less attention has been given to how...

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Autori principali: Mahmood Mohammadi Nezhad, Saeed Rouhani, Navid Mohammadi, Ali Shahedi
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2026-04-01
Serie:Scientific Reports
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Accesso online:https://doi.org/10.1038/s41598-026-46271-w
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