Nonnegative matrix and tensor factorizationsNonnegative matrix and tensor factorizations applications to exploratory multi-way data analysis and blind source separation
Andrzej Cichocki... [et al.]
Publisher: Chichester, U.K. : John Wiley, 2009.
ISBN: 0470747285 ISBN13: 9780470747285 DDC: 5.1 LCC: QA76.9 Edition: (ebook)
Notes:Description based on print version record.
Includes bibliographical references and index.
Problem statements and models -- Similarity measures and generalized
divergences -- Multiplicative iterative algorithms for NMF with
sparsity constraints -- Alternating least squares and related
algorithms for NMF and SCA problems -- Projected gradient algorithms
-- Quasi-Newton algorithms for nonnegative matrix factorization --
Multi-way array (tensor) factorizations and decompositions --
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LCC Number: QA76.9
Book Details:Language: eng
Physical Description: 1 online resource (xxi, 477 p.) : col. ill.
Edition Info: (ebook)
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