VSFCM: A Novel Viewpoint-Driven Subspace Fuzzy C-Means Algorithm

Nowadays, most fuzzy clustering algorithms are sensitive to the initialization results of clustering algorithms and have a weak ability to handle high-dimensional data. To solve these problems, we developed the viewpoint-driven subspace fuzzy c-means (VSFCM) algorithm. Firstly, we propose a new cut-...

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Bibliographic Details
Published in:Applied Sciences
Main Authors: Yiming Tang, Rui Chen, Bowen Xia
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Subjects:
fuzzy clustering
fuzzy c-means
cluster center initialization
machine learning
image processing
fuzzy sets
Online Access:https://www.mdpi.com/2076-3417/13/10/6342

Internet

https://www.mdpi.com/2076-3417/13/10/6342

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