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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.


  • LCC: QA76.9
  • Dewey Decimal: 005.1

Book Details

  • Language: eng
  • Physical Description: 1 online resource (xxi, 477 p.) : col. ill.
  • Edition Info: (ebook)


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