RSC-based differential model with correlation removal for improving multi-omics clustering

DOI10.1016/j.jtbi.2022.111328zbMath1504.92057OpenAlexW4306960260MaRDI QIDQ2109271

Jing Yang, Zhengshu Lu, Yanrui Ding, Xu Chen

Publication date: 20 December 2022

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jtbi.2022.111328

zbMATH Keywords

correlationredundancymulti-omics clustering

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50)

Uses Software

• Silhouettes
• ConsensusClusterPlus

Cites Work

• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• Multiview clustering via exclusive non-negative subspace learning and constraint propagation
• Multi-view clustering on unmapped data via constrained non-negative matrix factorization
• Learning the parts of objects by non-negative matrix factorization
• A NEW MEASURE OF RANK CORRELATION
• Optimal Whitening and Decorrelation
• Multi-objective soft subspace clustering in the composite kernel space

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