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An NMF-L(2,1)-Norm Constraint Method for Characteristic Gene Selection

Recent research has demonstrated that characteristic gene selection based on gene expression data remains faced with considerable challenges. This is primarily because gene expression data are typically high dimensional, negative, non-sparse and noisy. However, existing methods for data analysis are...

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Detalles Bibliográficos
Autores principales: Wang, Dong, Liu, Jin-Xing, Gao, Ying-Lian, Yu, Jiguo, Zheng, Chun-Hou, Xu, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4948826/
https://www.ncbi.nlm.nih.gov/pubmed/27428058
http://dx.doi.org/10.1371/journal.pone.0158494