Keyword : nonnegative matrix factorization (NMF)

Low-Complexity Recursive-Least-Squares-Based Online Nonnegative Matrix Factorization Algorithm for Audio Source Separation
Seokjin LEE 
Publication Date: 2017/05/01
Vol. E100-D  No. 5 ; pp. 1152-1156
Type of Manuscript:  LETTER
Category: Music Information Processing
nonnegative matrix factorization (NMF)online nonnegatie matrix factorization (ONMF)recursive least squares (RLS)low complexityaudio source separation
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Dictionary Learning with Incoherence and Sparsity Constraints for Sparse Representation of Nonnegative Signals
Zunyi TANG Shuxue DING 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/05/01
Vol. E96-D  No. 5 ; pp. 1192-1203
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
dictionary learningsparse representationnonnegative matrix factorization (NMF)hierarchical alternating least squares (HALS)overcomplete dictionaryquadratic function
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Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
Andrzej CICHOCKI Anh-Huy PHAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/03/01
Vol. E92-A  No. 3 ; pp. 708-721
Type of Manuscript:  INVITED PAPER (Special Section on Latest Advances in Fundamental Theories of Signal Processing)
nonnegative matrix factorization (NMF)nonnegative tensor factorizations (NTF)nonnegative PARAFACmodel reductionfeature extractioncompressiondenoisingmultiplicative local learning (adaptive) algorithmsalpha and beta divergences
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