Adaptive federated clustering for uncertainty-aware learning on decentralized big data platforms

Mohsen H. Alhazmi

doi:10.1371/journal.pone.0337069

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Open Access

Peer-reviewed

Research Article

Adaptive federated clustering for uncertainty-aware learning on decentralized big data platforms

Mohsen H. Alhazmi

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: Mhalhazmi@jazanu.edu.sa

Affiliation Computer Department, Applied College, Jazan University, Jazan City, Saudi Arabia

https://orcid.org/0009-0001-5666-6165

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Adaptive federated clustering for uncertainty-aware learning on decentralized big data platforms

Mohsen H. Alhazmi

Published: December 1, 2025
https://doi.org/10.1371/journal.pone.0337069

About the Authors

Mohsen H. Alhazmi

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: Mhalhazmi@jazanu.edu.sa

Affiliation Computer Department, Applied College, Jazan University, Jazan City, Saudi Arabia

https://orcid.org/0009-0001-5666-6165

Competing Interests

The authors have declared that no competing interests exist.

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Data compression
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Hierarchical clustering
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Learning
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Gaussian noise
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