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A walk-forward multi-model approach to stock trading: leveraging sentiment, trend indicators, and transformer-based deep learning for next-day price forecasting

Crossref DOI link: https://doi.org/10.1007/s13042-026-03196-0

Published Online: 2026-06-17

Published Print: 2026-07

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

Authors

Khan, Shahabaj

Kushwah, Anil Kumar

Chakole, Jagdish
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Text and Data Mining valid from 2026-06-17

Version of Record valid from 2026-06-17
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Article History

Received: 3 October 2025

Accepted: 2 June 2026

First Online: 17 June 2026

Declarations

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: The opinions expressed in this paper are those of the authors and do not represent the positions of their current or previous employers. The authors declare no competing interests.

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