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K-hyperparameter tuning in high-dimensional genomics using joint optimization of deep differential evolutionary algorithm and unsupervised transfer learning from intelligent GenoUMAP embeddings

Crossref DOI link: https://doi.org/10.1007/s41870-024-02279-x

Published Online: 2024-12-21

Published Print: 2025-04

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

Authors

Gikera, Rufus

Maina, Elizaphan

Mambo, Shadrack Maina

Mwaura, Jonathan
Funding

Funding for this research was provided by:

Walter Sisulu University
License Information

Text and Data Mining valid from 2024-12-21

Version of Record valid from 2024-12-21
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Article History

Received: 12 July 2024

Accepted: 7 November 2024

First Online: 21 December 2024

Declarations

:

: The authors declare that there are no competing interests.

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

: Informed consent is not applicable to this study.

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