Slide 1Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery Authors: Shun Yao, Shinjae Yoo, Dantong Yu Stony Brook University Computational Science…

Slide 1 Cluster analysis for microarray data Anja von Heydebreck Slide 2 Aim of clustering: Group objects according to their similarity Cluster: a set of objects that are…

Slide 1 Analysis of gene expression data (Nominal explanatory variables) Shyamal D. Peddada Biostatistics Branch National Inst. Environmental Health Sciences (NIH) Research…

Slide 1 1 Microarray Data Analysis Class discovery and Class prediction: Clustering and Discrimination Slide 2 2 Gene expression profiles Many genes show definite changes…

Slide 1 Take a Walk and Cluster Genes: A TSP-based Approach to Optimal Rearrangement Clustering Sharlee Climer and Weixiong Zhang This research was supported in part by NDSEG…

Slide 1 Pictorial Demonstration Rescale features to minimize the LOO bound R 2 /M 2 x2x2 x1x1 R 2 /M 2 >1 M R x2x2 R 2 /M 2 =1 M = R Slide 2 SVM Functional To the SVM…

Analysis of gene expression data (Nominal explanatory variables) Shyamal D. Peddada Biostatistics Branch National Inst. Environmental Health Sciences (NIH) Research Triangle…

1.Generalizations of the Topological Overlap Matrix for Module Detection in Gene and Protein Networks Ai Li and Steve Horvath Email: [email protected] Depts Human…

Microarray Data Analysis Class discovery and Class prediction: Clustering and Discrimination Gene expression profiles Many genes show definite changes of expression between…