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005 | 20220905114553.0 | ||
008 | 090505s2009 enka b 001 0 eng | ||
010 | _a 2009016049 | ||
020 | _a9780470746660 (cloth) | ||
020 | _a0470746661 (cloth) | ||
035 | _a(OCoLC)ocn320432452 | ||
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050 | 0 | 0 |
_aQA76.9.A43 _bN65 2009 |
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_a005.1 _222 |
245 | 0 | 0 |
_aNonnegative matrix and tensor factorizations : _bapplications to exploratory multi-way data analysis and blind source separation / _cAndrzej Cichocki ... [et al.]. |
260 |
_aChichester, U.K. : _bJohn Wiley, _c2009. |
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300 |
_axxi, 477 p. : _bcol. ill. ; _c25 cm. |
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504 | _aIncludes bibliographical references and index. | ||
505 | 0 | _aProblem 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. | |
650 | 0 | _aComputer algorithms. | |
650 | 0 | _aData mining. | |
650 | 0 | _aMachine learning. | |
650 | 0 | _aData structures (Computer science) | |
700 | 1 | _aCichocki, Andrzej. | |
856 |
_3Full-text here _uhttps://box.skoltech.ru/index.php/apps/files/?dir=/e-books%20library/Nonnegative%20matrix%20and%20tensor%20factorizations%3A%20applications%20to%20exploratory%20multi-way%20data%20analysis%20and%20blind%20source%20separation&fileid=8362444#pdfviewer |
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