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Kernel Probabilistic K-Means Clustering

Kernel fuzzy c-means (KFCM) is a significantly improved version of fuzzy c-means (FCM) for processing linearly inseparable datasets. However, for fuzzification parameter [Formula: see text] , the problem of KFCM (kernel fuzzy c-means) cannot be solved by Lagrangian optimization. To solve this proble...

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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Liu, Bowen, Zhang, Ting, Li, Yujian, Liu, Zhaoying, Zhang, Zhilin
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2021
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7962817/
https://ncbi.nlm.nih.gov/pubmed/33800353
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21051892
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