Towards Adaptive Consensus Graph: Multi-view Clustering via Graph Collaboration

Multi-view clustering is a long-standing important task, however, it remains challenging to exploit valuable information from the complex multi-view data located in diverse highdimensional spaces. The core issue is the effective collaboration of multiple views to holistically uncover the essential c...

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Veröffentlicht in:	IEEE transactions on multimedia 2023-01, Vol.25, p.1-13
Hauptverfasser:	Wang, Huibing, Jiang, Guangqi, Peng, Jinjia, Deng, Ruoxi, Fu, Xianping
Format:	Artikel
Sprache:	eng
Schlagworte:	Clustering Clustering algorithms Clustering methods Collaboration Consensus Graph Cooperation Correlation Data models Graph Collaboration Hilbert-Schmidt Independence Criterion Learning Learning systems Multi-view Clustering Optimization Task analysis
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