Projected Gradient Methods for Nonnegative Matrix Factorization
Neural Computation, 2007 Chih-Jen Lin
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Molecular classification of hormone-sensitive and castration-resistant prostate cancer, using nonnegative matrix factorization molecular subtyping of primary and metastatic specimens. [PDF]
Prostate, 2022 Yuen KC +12 more
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Heart-lung sound separation by nonnegative matrix factorization and deep learning
Biomedical Signal Processing and Control, 2023 Weibo Wang +4 more
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Secured Secret Sharing of QR Codes Based on Nonnegative Matrix Factorization and Regularized Super Resolution Convolutional Neural Network. [PDF]
Sensors (Basel), 2022 Velumani R +5 more
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Nonnegative matrix factorization-based bioinformatics analysis reveals that TPX2 and SELENBP1 are two predictors of the inner sub-consensuses of lung adenocarcinoma. [PDF]
Cancer Med, 2021 Wang H, Wang X, Xu L, Cao H, Zhang J.
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In-memory analog computing for non-negative matrix factorization
Nature CommunicationsNon-negative matrix factorization (NMF) is a powerful technique for extracting latent structures from high-dimensional data, with applications spanning recommender systems, bioinformatics, and image processing.
Shiqing Wang +6 more
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Unsupervised phenotyping of sepsis using nonnegative matrix factorization of temporal trends from a multivariate panel of physiological measurements. [PDF]
BMC Med Inform Decis Mak, 2021 Ding M, Luo Y.
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Recovering missing features in nonnegative matrix factorization via generalized singular value decomposition. [PDF]
iScienceGuo Y, Holy TE.
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Neighborhood nonnegative matrix factorization identifies patterns and spatially-variable genes in large-scale spatial transcriptomics data. [PDF]
Genome BiolLaursen R +4 more
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