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Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems

Recently, a considerable growth of interest in projected gradient (PG) methods has been observed due to their high efficiency in solving large-scale convex minimization problems subject to linear constraints. Since the minimization problems underlying nonnegative matrix factorization (NMF) of large...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Zdunek, Rafal, Cichocki, Andrzej
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Hindawi Publishing Corporation 2008
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC2443642/
https://ncbi.nlm.nih.gov/pubmed/18628948
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2008/939567
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