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Probabilistic Sparse Non-negative Matrix Factorization
2018In this paper, we propose a probabilistic sparse non-negative matrix factorization model that extends a recently proposed variational Bayesian non-negative matrix factorization model to explicitly account for sparsity. We assess the influence of imposing sparsity within a probabilistic framework on either the loading matrix, score matrix, or both and ...
Jesper Løve Hinrich, Morten Mørup
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The biofilm matrix: multitasking in a shared space
Nature Reviews Microbiology, 2022Hans-Curt Flemming +2 more
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Non-negative Matrix-Set Factorization
Fourth International Conference on Image and Graphics (ICIG 2007), 2007Le Li, Yu-Jin Zhang
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Cell–extracellular matrix mechanotransduction in 3D
Nature Reviews Molecular Cell Biology, 2023Aashrith Saraswathibhatla +2 more
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Remodelling the extracellular matrix in development and disease
Nature Reviews Molecular Cell Biology, 2014Jonathan Chou, Zena Werb
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Mechanotransduction and extracellular matrix homeostasis
Nature Reviews Molecular Cell Biology, 2014Jay D Humphrey +2 more
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Matrix metalloproteinases and the regulation of tissue remodelling
Nature Reviews Molecular Cell Biology, 2007Andrew J Ewald, Zena Werb
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