Relational multimanifold coclustering.

IEEE Transactions on Cybernetics(2016)

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摘要
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 nontrivial to estimate the intrinsic manifold of the data space...
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关键词
Manifolds,Matrix decomposition,Symmetric matrices,Vectors,Partitioning algorithms,Linear programming,Laplace equations
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