One-Step Clustering with Adaptively Local Kernels and a Neighborhood Kernel

Among the methods of multiple kernel clustering (MKC), some adopt a neighborhood kernel as the optimal kernel, and some use local base kernels to generate an optimal kernel. However, these two methods are not synthetically combined together to leverage their advantages, which affects the quality of...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Cuiling Chen, Zhijun Hu, Hongbin Xiao, Junbo Ma, Zhi Li
Format:	Article
Language:	English
Published:	MDPI AG 2023-09-01
Subjects:	local kernels neighborhood kernel multiple kernel clustering block diagonal representation
Online Access:	https://www.mdpi.com/2227-7390/11/18/3950