The Resource Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.]

Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.]

Label
Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation
Title
Nonnegative matrix and tensor factorizations
Title remainder
applications to exploratory multi-way data analysis and blind source separation
Statement of responsibility
Andrzej Cichocki ... [et al.]
Contributor
Subject
Language
eng
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA76.9.A43
LC item number
N65 2009
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Cichocki, Andrzej
http://library.link/vocab/subjectName
  • Computer algorithms
  • Data mining
  • Machine learning
  • Data structures (Computer science)
  • Algorithmes
  • Exploration de données
  • Structures de données (informatique)
  • Matrizenzerlegung
  • Nichtnegative Matrix
  • Matrizenzerlegung
  • Nichtnegative Matrix
  • Computer algorithms
  • Data mining
  • Data structures (Computer science)
  • Machine learning
Label
Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.]
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
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
Dimensions
25 cm.
Extent
xxi, 477 p.
Isbn
9780470746660
Isbn Type
(cloth)
Lccn
2009016049
Other physical details
col. ill.
System control number
  • (OCoLC)320432452
  • (OCoLC)ocn320432452
Label
Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.]
Publication
Bibliography note
Includes bibliographical references and index
Contents
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
Dimensions
25 cm.
Extent
xxi, 477 p.
Isbn
9780470746660
Isbn Type
(cloth)
Lccn
2009016049
Other physical details
col. ill.
System control number
  • (OCoLC)320432452
  • (OCoLC)ocn320432452

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