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 --
Selected applications.

Classification:

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Dewey Class: 5.1 -- Computer programming, programs, data
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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Subjects:

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•	Computer algorithms (565)
•	Data mining (389)
•	Data structures (Computer science) (704)
•	Electronic books (141075)
•	Machine learning (275)

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Libraries this book has an entry in:

•	OhioLINK Central Database (last modified on 06/18/2011)