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Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations

Crossref DOI link: https://doi.org/10.1007/s00477-025-02984-4

Published Online: 2025-04-28

Published Print: 2025-06

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

Authors

Daif, Noureddine https://orcid.org/0000-0002-7469-5509
Di Nunno, Fabio

Granata, Francesco

Difi, Salah https://orcid.org/0000-0003-2935-0277
Kisi, Ozgur https://orcid.org/0000-0001-7847-5872
Heddam, Salim https://orcid.org/0000-0002-8055-8463
Kim, Sungwon https://orcid.org/0000-0002-9371-8884
Adnan, Rana Muhammad https://orcid.org/0000-0002-2650-8123
Zounemat-Kermani, Mohammad https://orcid.org/0000-0002-1421-8671
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Text and Data Mining valid from 2025-04-28

Version of Record valid from 2025-04-28
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Article History

Accepted: 2 April 2025

First Online: 28 April 2025

Declarations

:

: The authors declare no competing interests.

: Not applicable.

: Not applicable.

: All the authors have declared their consent to publish the manuscript.

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