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Robust multiview subspace clustering method based on multi-kernel low-redundancy representation learning

Considering the impact of high dimensional data redundancy and noise interference on multiview subspace clustering, a robust multiview subspace clustering method based on multi-kernel low redundancy representation learning was proposed.Firstly, by analyzing and revealing the redundancy and noise inf...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ao LI, Zhuo WANG, Xiaoyang YU, Deyun CHEN, Yingtao ZHANG, Guanglu SUN
Format: Artigo
Sprache:Chinês
Veröffentlicht: Editorial Department of Journal on Communications 2021-11-01
Schriftenreihe:Tongxin xuebao
Schlagworte:
low-redundancy representation learning
subspace clustering
multiview learning
tensor analysis
Online-Zugang:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021217/
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