Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation
Material type: TextPublication details: United Kingdom: John Wiley, ©2009.Description: xxi, 477 p. : col. ill. ; 25 cmISBN:- 9780470746660
- 005.1 22 CIC-N
- QA76.9.A43 N65 2009
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Books | IIITD Reference | Computer Science and Engineering | REF 005.1 CIC-N (Browse shelf(Opens below)) | Available | 004751 |
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.
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