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Matrix Factorization Methods Applied in Microarray Data Analysis
Numerous methods have been applied to microarray data to group genes into clusters that show similar expression patterns. These methods assign each gene to a single group, which does not reflect the widely held view among ...
A Comprehensive Statistical Model for Cell Signaling
(Institute of Electrical and Electronics Engineers, 2011)
Protein signaling networks play a central role in transcriptional regulation and the etiology of many diseases. Statistical methods, particularly Bayesian networks, have been widely used to model cell signaling, mostly for ...