Federated k-means based on clusters backbone.

Federated clustering is a distributed clustering algorithm that does not require the transmission of raw data and is widely used. However, it struggles to handle Non-IID data effectively because it is difficult to obtain accurate global consistency measures under Non-Independent and Identically Dist...

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Bibliographic Details
Main Authors: Zilong Deng, Yizhang Wang, Mustafa Muwafak Alobaedy
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0326145
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