Browsing by Subject "NMF"
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MEASUREMENT ERROR DECONVOLUTION METHODS AND RANK SELECTION FOR NON-NEGATIVE MATRIX FACTORIZATION WITH APPLICATIONS IN MICROBIOME DATA
(2022-08-25)Learning the structure of microbial communities is critical in understanding the different community structures and functions of microbes in distinct individuals. We view microbial communities as consisting of many ... -
Supervised Non-negative Matrix Factorization for Analysis of Microbiome Data
(2014-08-25)Non-Negative Matrix Factorization (NMF) is a very useful tool to reduce dimension of data in machine learning and data mining. But it is an unsupervised learning method. To extract more discriminant information in the ...