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 Contact: valentini@dsi.unimi.it Supplementary information: http://homes.dsi.unimi.it/~valenti/SW/mosclust
Mosclust : a software library for discovering significant structures in bio-molecular data / G. Valentini. - In: BIOINFORMATICS. - ISSN 1367-4803. - 23:3(2007 Feb 01), pp. 387-389.
Mosclust : a software library for discovering significant structures in bio-molecular data
G. ValentiniPrimo
2007
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 Contact: valentini@dsi.unimi.it Supplementary information: http://homes.dsi.unimi.it/~valenti/SW/mosclust
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