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Differential privacy fuzzy C-means clustering algorithm based on gaussian kernel function

Fuzzy C-means clustering algorithm is one of the typical clustering algorithms in data mining applications. However, due to the sensitive information in the dataset, there is a risk of user privacy being leaked during the clustering process. The fuzzy C-means clustering of differential privacy prote...

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Foilsithe in:PLoS One
Main Authors: Zhang, Yaling, Han, Jin
Formáid: Artigo
Teanga:Inglês
Foilsithe: Public Library of Science 2021
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7987176/
https://ncbi.nlm.nih.gov/pubmed/33755689
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0248737
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