PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Mosclust: a software library for discovering significant structures in bio-molecular data
Giorgio Valentini
Bioinformatics Volume 23, Number 3, 2007.

Abstract

The R package mosclust (model order selection for clustering problems) implements algorithms based on the concept of stability for discovering significant structures in bio-molecular data. The software library provides stability indices obtained through different data perturbations methods (resampling, random projections, noise injection), as well as statistical tests to assess the significance of multi-level structures singled out from the data.

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:3620
Deposited By:Giorgio Valentini
Deposited On:13 February 2008