Uniform Distribution Non-Negative Matrix Factorization for Multiview Clustering.
IEEE Transactions on Cybernetics(2021)
摘要
Multiview data processing has attracted sustained attention as it can provide more information for clustering. To integrate this information, one often utilizes the non-negative matrix factorization (NMF) scheme which can reduce the data from different views into the subspace with the same dimension. Motivated by the clustering performance being affected by the distribution of the data in the lear...
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关键词
Matrix decomposition,Computational modeling,Analytical models,Manifolds,Data models,Convergence,Automation
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