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Nonnegative matrix and tensor factorizations, least squares problems, and applications
(Georgia Institute of Technology, 2011-11-14)
Nonnegative matrix factorization (NMF) is a useful dimension reduction method that has been investigated and applied in various areas. NMF is considered for high-dimensional data in which each element has a nonnegative ...