Robust inference of groups in gene expression time-courses using mixtures of HMMs

Schliep, Alexander and Steinhoff, Christine and Schönhuth, Alexander (2004) Robust inference of groups in gene expression time-courses using mixtures of HMMs.
Published in: Bioinformatics Vol. 20 (Sup. 1). pp. 283-289.

Abstract

Motivation: Genetic regulation of cellular processes is frequently investigated using large-scale gene expression experiments to observe changes in expression over time. We use Hidden Markov Models in a mixture approach to robustly infer groups of genes showing significantly similar expression patterns.


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Deposit Information:
ZAIK Number: zaik2005-494
Depositing User: Alexander Schliep
Date Deposited: 09 Nov 2005 00:00
Last Modified: 12 Jan 2012 11:00
URI: http://e-archive.informatik.uni-koeln.de/id/eprint/494