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Structured Sparse Non-negative Matrix Factorization with L20-Norm for scRNA-seq Data Analysis


Apr 27, 2021
Wenwen Min, Taosheng Xu, Xiang Wan, Tsung-Hui Chang


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Group-sparse SVD Models and Their Applications in Biological Data


Jul 28, 2018
Wenwen Min, Juan Liu, Shihua Zhang

* 14 pages, 4 figures 

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Sparse Weighted Canonical Correlation Analysis


Oct 13, 2017
Wenwen Min, Juan Liu, Shihua Zhang

* 8 pages, 5 figures 

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Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery


Sep 21, 2016
Wenwen Min, Juan Liu, Shihua Zhang

* 10 pages, 3 figures 

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L0-norm Sparse Graph-regularized SVD for Biclustering


Mar 19, 2016
Wenwen Min, Juan Liu, Shihua Zhang

* 8 pages, 2 figures 

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