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Bioinformatics Advance Access published online on November 24, 2006
Bioinformatics, doi:10.1093/bioinformatics/btl600
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© The Author (2006). Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oxfordjournals.org
Received September 10, 2006
Revised November 15, 2006
Accepted November 21, 2006

Applications note

Mosclust: a software library for discovering significant structures in bio-molecular data

Giorgio Valentini 1 *

1 DSI, Dipartimento di Scienze dell'Informazione, Università degli Studi di Milano, Via Comelico 39, Italy

* To whom correspondence should be addressed.
Giorgio Valentini, E-mail: valentini{at}dsi.unimi.it


  Abstract

Summary: 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.

Availability: http://homes.dsi.unimi.it/~valenti/SW/mosclust/download/mosclust_1.0.tar.gz.

Supplementary Information: http://homes.dsi.unimi.it/~valenti/SW/mosclust.

Associate Editor: David Rocke
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