Co-differential Gene Selection and Clustering Based on Graph Regularized Multi-View NMF in Cancer Genomic Data

Co-differential Gene Selection and Clustering Based on Graph Regularized Multi-View NMF in Cancer Genomic Data

Cancer genomic data contain views from different sources that provide complementary information about genetic activity. This provides a new way for cancer research. Feature selection and multi-view clustering are hot topics in bioinformatics, and they can make full use of complementary information t...

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Bibliographic Details
Main Authors: Na Yu, Ying-Lian Gao, Jin-Xing Liu, Junliang Shang, Rong Zhu, Ling-Yun Dai
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Genes
Subjects:
non-negative matrix factorization
integrated model
graph regularization
common differential gene selection
multi-view clustering
Online Access:https://www.mdpi.com/2073-4425/9/12/586

Internet

https://www.mdpi.com/2073-4425/9/12/586

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