Dual stream deep learning for fake news-aware stock prediction: Integrating technical indicators and sentiment analysis

Stock prediction remains challenging for investors to achieve substantial returns. Although artificial intelligence models have emerged, they often focus on historical price data, while fewer studies jointly integrate technical indicators and sentiment analysis. Furthermore, many of the modern senti...

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Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Ahmed Arafa, Ahmed Fathi, Mohamed A. El-Rashidy, Nawal El-Fishawy
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Elsevier 2026-06-01
Σειρά:	Machine Learning with Applications
Θέματα:	Stock prediction Technical indicators Sentiment analysis Fake news detection BERT based models CNN-Bi-LSTM
Διαθέσιμο Online:	http://www.sciencedirect.com/science/article/pii/S2666827026000484
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