This folder contains two matlab and R code on Higher Criticism for spectral clustering. The code are based on Jin and Wang (2012) "Optimal spectral clustering by Higher Criticism thresholding", work in progress. The folder also includes three data sets: Lung Cancer data, Leukemia data, and Colon data. The folder is under construction.