Multiview clustering method for view-unaligned data

Multiview clustering method for view-unaligned data

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A new challenge for multi-view learning was posed by corrupted view-correspondences.To address this issue， an effective multi-view learning method for view-unaligned data was proposed.First，to capture cross-view latent affinity in multi-view heterogenous feature spaces，representation learning was em...

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Bibliographic Details
Main Authors: Ao LI, Cong FENG, Yutong NIU, Shibiao XU, Yingtao ZHANG, Guanglu SUN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2022-07-01
Series:Tongxin xuebao
Subjects:
clustering analysis
multiview learning
view-unaligned data
non-negative matrix factorization
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022134/

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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2022134/

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