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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.]
Resource Information
The item Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.] represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.] represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
- Language
- eng
- Extent
- xxi, 477 p.
- 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
- Isbn
- 9780470746660
- 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.]
- Subject
-
- Algorithmes
- Computer algorithms
- Computer algorithms
- Data mining
- Data mining
- Data structures (Computer science)
- Data structures (Computer science)
- Exploration de données
- Machine learning
- Machine learning
- Matrizenzerlegung
- Matrizenzerlegung
- Nichtnegative Matrix
- Nichtnegative Matrix
- Structures de données (informatique)
- 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.]
- 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.]
- 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
Subject
- Algorithmes
- Computer algorithms
- Computer algorithms
- Data mining
- Data mining
- Data structures (Computer science)
- Data structures (Computer science)
- Exploration de données
- Machine learning
- Machine learning
- Matrizenzerlegung
- Matrizenzerlegung
- Nichtnegative Matrix
- Nichtnegative Matrix
- Structures de données (informatique)
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Science & Engineering LibraryBorrow it38 Cummington Mall, Boston, MA, 02215, US42.348472 -71.102257
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.bu.edu/portal/Nonnegative-matrix-and-tensor-factorizations-/3aK1jWqx708/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.bu.edu/portal/Nonnegative-matrix-and-tensor-factorizations-/3aK1jWqx708/">Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation, Andrzej Cichocki ... [et al.]</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.bu.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.bu.edu/">Boston University Libraries</a></span></span></span></span></div>
