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Language: en
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Type: BOOK - Published: 2020-12-18 - Publisher: SIAM
Nonnegative matrix factorization (NMF) in its modern form has become a standard tool in the analysis of high-dimensional data sets. This book provides a compreh
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Type: BOOK - Published: 2009-07-10 - Publisher: John Wiley & Sons
This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensions and mo
Language: en
Pages: 251
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Type: BOOK - Published: 2014-06-28 - Publisher: Springer
The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in so
Language: en
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Pages: 200
Type: BOOK - Published: 2015-09-25 - Publisher: Springer
This book collects new results, concepts and further developments of NMF. The open problems discussed include, e.g. in bioinformatics: NMF and its extensions ap
Language: en
Pages: 803
Pages: 803
Type: BOOK - Published: 2009-03-16 - Publisher: Springer
This book constitutes the refereed proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation, ICA 2009, held in Pa
