Multiview Tensor Spectral Clustering via Co-Regularization

Graph-based multi-view clustering encodes multi-view data into sample affinities to find consensus representation, effectively overcoming heterogeneity across different views. However, traditional affinity measures tend to collapse as the feature dimension expands, posing challenges in estimating a...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 10 vom: 09. Sept., Seite 6795-6808
1. Verfasser: Cai, Hongmin (VerfasserIn)
Weitere Verfasser: Wang, Yu, Qi, Fei, Wang, Zhuoyao, Cheung, Yiu-Ming
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article