Aug 232012
 

MVQueries

:: DESCRIPTION

MVQueries is a software of classifying short gene expression time-courses. Short gene expression time-courses monitoring response to toxins are represented as piecewise constant functions, which are modeled as left–right Hidden Markov Models. Our software implements a Bayesian approach to parameter estimation and in inference. Compared to previously published work, we improve prediction accuracy by 7 and 4%, respectively, when classifying toxicology and stress response data and e also reduce running times by at least a factor of 140.

::DEVELOPER

Alexander Schliep’s group for bioinformatics

:: SCREENSHOTS

N/A

:: REQUIREMENTS

:: DOWNLOAD

  MVQueries

:: MORE INFORMATION

Citation

Bioinformatics. 2011 Apr 1;27(7):946-52. Epub 2011 Jan 25.
Classifying short gene expression time-courses with Bayesian estimation of piecewise constant functions.
Hafemeister C, Costa IG, Sch?nhuth A, Schliep A.

 

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