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Relational multimanifold coclustering

Ping Li
Ping Li
Jiajun Bu (卜佳俊)
Jiajun Bu (卜佳俊)
Chun Chen (陈纯)
Chun Chen (陈纯)
Zhanying He
Zhanying He
Deng Cai (蔡登)
Deng Cai (蔡登)

IEEE Transactions on Cybernetics, pp. 1871-1881, 2013.

Cited by: 35|Bibtex|Views32|DOI:https://doi.org/10.1109/TSMCB.2012.2234108
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Other Links: pubmed.ncbi.nlm.nih.gov|dblp.uni-trier.de|academic.microsoft.com|arxiv.org
Keywords:
ManifoldsMatrix decompositionSymmetric matricesVectorsPartitioning algorithmsMore(2+)

Abstract:

Coclustering targets on grouping the samples (e.g., documents and users) and the features (e.g., words and ratings) simultaneously. It employs the dual relation and the bilateral information between the samples and features. In many real-world applications, data usually reside on a submanifold of the ambient Euclidean space, but it is non...More

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