A spectral clustering method for microarray data

This paper considers a clustering method motivated by a multivariate analysis of variance model and computationally based on eigenanalysis (thus the term “spectral” in the title). Our focus is on large problems, and we present the method in the context of clustering genes using microarray expression data. We provide an efficient computational algorithm and discuss its properties and interpretation in statistical and geometric terms. Leukemia …