Integration of Imaging (epi)Genomics Data for the Study of Schizophrenia Using Group Sparse Joint Nonnegative Matrix Factorization. [PDF]
IEEE/ACM Trans Comput Biol Bioinform, 2020 Wang M +4 more
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SNMFSMMA: using symmetric nonnegative matrix factorization and Kronecker regularized least squares to predict potential small molecule-microRNA association. [PDF]
RNA Biol, 2020 Zhao Y, Chen X, Yin J, Qu J.
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Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk. [PDF]
Proceedings (IEEE Int Conf Bioinformatics Biomed), 2018 Chao G, Mao C, Wang F, Zhao Y, Luo Y.
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Multiple Partial Regularized Nonnegative Matrix Factorization for Predicting Ontological Functions of lncRNAs. [PDF]
Front Genet, 2018 Zhao J, Ma X.
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Detecting drug communities and predicting comprehensive drug-drug interactions via balance regularized semi-nonnegative matrix factorization. [PDF]
J Cheminform, 2019 Shi JY, Mao KT, Yu H, Yiu SM.
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A Geometric Approach to Archetypal Analysis and Nonnegative Matrix Factorization. [PDF]
Technometrics, 2017 Damle A, Sun Y.
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Predicting and understanding comprehensive drug-drug interactions via semi-nonnegative matrix factorization. [PDF]
BMC Syst Biol, 2018 Yu H +6 more
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Nonnegative Matrix Factorization for identification of unknown number of sources emitting delayed signals. [PDF]
PLoS One, 2018 Iliev FL +3 more
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Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization. [PDF]
Comput Soc Netw, 2017 Du R, Kuang D, Drake B, Park H.
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Adaptive Multiview Nonnegative Matrix Factorization Algorithm for Integration of Multimodal Biomedical Data. [PDF]
Cancer Inform, 2017 Ray B, Liu W, Fenyö D.
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