Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data

  title={Minimum Sum-Squared Residue Co-Clustering of Gene Expression Data},
  author={Hyuk Cho and Inderjit S. Dhillon and Yuqiang Guan and Suvrit Sra},
Microarray experiments have been extensively used for simultaneously measuring DNA expression levels of thousands of genes in genome research. A key step in the analysis of gene expression data is the clustering of genes into groups that show similar expression values over a range of conditions. Since only a small subset of the genes participate in any cellular process of interest, by focusing on subsets of genes and conditions, we can lower the noise induced by other genes and conditions — a… CONTINUE READING
Highly Influential
This paper has highly influenced 24 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 370 citations. REVIEW CITATIONS

9 Figures & Tables



Citations per Year

370 Citations

Semantic Scholar estimates that this publication has 370 citations based on the available data.

See our FAQ for additional information.