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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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Podrobná bibliografie
Vydáno v:PLoS One
Hlavní autoři: Zhang, Yaling, Han, Jin
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2021
Témata:
On-line přístup: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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