Article
Biclustering microarray data by Gibbs sampling.
Bioinformatics (Oxford, England) - 1 Oct 2003
Sheng Qizheng, Moreau Yves, De Moor Bart
Abstract excerpt
MOTIVATION: Gibbs sampling has become a method of choice for the discovery of noisy patterns, known as motifs, in DNA and protein sequences. Because handling noise in microarray data presents similar challenges, we have adapted this strategy to the biclustering of discretized microarray data. RESULTS: In contrast with standard clustering that reveals genes that behave similarly over all the conditions,...
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