00000cam a22000004a 4500 UP-99796217609913177 Buklod 20110702164535.0 m |o d | ta 090505s2009 enka rb |001 0|eng d 9780470746660 (cloth) Php 9,095.00 (Fastbooks) 0470746661 (cloth) (iLib)UPD-00175002798 DLC DENGII eng DMLUC QA 76.9 A43 N66 2009 Nonnegative matrix and tensor factorizations applications to exploratory multi-way data analysis and blind source separation Andrzej Cichocki ... [et al.]. Chichester, [England] Wiley 2009. xxi, 477 p. col. ill. Dr. Prospero Naval Jr. (recommending faculty) : CS Dept. 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. Computer algorithms. Data mining. Machine learning. Data structures (Computer science). Cichocki, Andrzej. FO Monograph UPD DENG-II QA 76.9 A43 N66 2009 Book