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BMCBI
2008
135views more  BMCBI 2008»
13 years 9 months ago
Knowledge-guided multi-scale independent component analysis for biomarker identification
Background: Many statistical methods have been proposed to identify disease biomarkers from gene expression profiles. However, from gene expression profile data alone, statistical...
Li Chen, Jianhua Xuan, Chen Wang, Ie-Ming Shih, Yu...
BMCBI
2006
183views more  BMCBI 2006»
13 years 9 months ago
Mining gene expression data by interpreting principal components
Background: There are many methods for analyzing microarray data that group together genes having similar patterns of expression over all conditions tested. However, in many insta...
Joseph C. Roden, Brandon W. King, Diane Trout, Ali...
BMCBI
2010
100views more  BMCBI 2010»
13 years 9 months ago
Trimming of mammalian transcriptional networks using network component analysis
Background: Network Component Analysis (NCA) has been used to deduce the activities of transcription factors (TFs) from gene expression data and the TF-gene binding relationship. ...
Linh M. Tran, Daniel R. Hyduke, James C. Liao
APSEC
2005
IEEE
14 years 2 months ago
Microcomponent-Based Component Controllers: A Foundation for Component Aspects
In most component models, a software component consists of a functional part and a controller part. The controller part may be extensible; however, existing component models provi...
Vladimir Mencl, Tomás Bures