IEEE - Institute of Electrical and Electronics Engineers, Inc. - Regularized Non-negative Matrix Factorization for Identifying Differential Genes and Clustering Samples: a Survey

Author(s): Jin-Xing Liu ; Dong Wang ; Ying-Lian Gao ; Chun-Hou Zheng ; Yong Xu ; Jiguo Yu
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Paper): 1545-5963
DOI: 10.1109/TCBB.2017.2665557
Regular:

Non-negative Matrix Factorization (NMF), a classical method for dimensionality reduction, has been applied in many fields. It is based on the idea that negative numbers are physically meaningless... View More

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