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StockAI 3.0: Ensemble fusion paradigms using novel gating mechanism in long short-term memory architectures for forecasting sentiment-based stock trends

Crossref DOI link: https://doi.org/10.1007/s00500-025-10901-8

Published Online: 2025-09-29

Published Print: 2025-11

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Sharma, Yuvraj https://orcid.org/0009-0005-8768-8593
Gupta, Siddharth https://orcid.org/0009-0003-5631-0550
Gupta, Neha https://orcid.org/0000-0002-7069-1519
Tiwari, Ekta

Singh, Rajesh

Khanna, Narendra N. https://orcid.org/0000-0003-2957-3825
Al-Maini, Mustafa

Rathore, Vijay

Ahluwalia, Puneet

Kumari, Vandana https://orcid.org/0009-0001-1908-2080
Naidu, Subbaram

Saba, Luca https://orcid.org/0000-0003-2870-3771
Suri, Jasjit S. https://orcid.org/0000-0001-6499-396X
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Text and Data Mining valid from 2025-09-29

Version of Record valid from 2025-09-29
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Article History

Received: 1 March 2025

Accepted: 30 August 2025

First Online: 29 September 2025

Declarations

:

: The authors have no conflicts of interest to declare.

: This article does not contain any studies with human participants or animals performed by any of the authors.

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