IEEE - Institute of Electrical and Electronics Engineers, Inc. - Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data

Author(s): Chun-Mei Feng ; Yong Xu ; Jin-Xing Liu ; Ying-Lian Gao ; Chun-Hou Zheng
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 12
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2893190
Regular:

Principal component analysis (PCA) has been used to study the pathogenesis of diseases. To enhance the interpretability of classical PCA, various improved PCA methods have been proposed to date.... View More

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