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    » Class discovery in gene expression data
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    BMCBI
    2007
    146views more  BMCBI 2007»
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
    13 years 7 months ago
    Bayesian hierarchical model for transcriptional module discovery by jointly modeling gene expression and ChIP-chip data
    Download  www.biomedcentral.com
    Background: Transcriptional modules (TM) consist of groups of co-regulated genes and transcription factors (TF) regulating their expression. Two high-throughput (HT) experimental ...
    Xiangdong Liu, Walter J. Jessen, Siva Sivaganesan,...
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    BMCBI
    2011
    268views Artificial Intelligence» more  BMCBI 2011»
    A novel approach to the clustering of microarray data via nonparametric density estimation
    13 years 2 months ago
    A novel approach to the clustering of microarray data via nonparametric density estimation
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    Background: Cluster analysis is a crucial tool in several biological and medical studies dealing with microarray data. Such studies pose challenging statistical problems due to di...
    Riccardo De Bin, Davide Risso
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    BMCBI
    2008
    126views more  BMCBI 2008»
    Discovery of dominant and dormant genes from expression data using a novel generalization of SNR for multi-class problems
    13 years 7 months ago
    Discovery of dominant and dormant genes from expression data using a novel generalization of SNR for multi-class problems
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    Background: The Signal-to-Noise-Ratio (SNR) is often used for identification of biomarkers for two-class problems and no formal and useful generalization of SNR is available for m...
    Yu-Shuen Tsai, Chin-Teng Lin, George C. Tseng, I-F...
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    BIOINFORMATICS
    2005
    60views more  BIOINFORMATICS 2005»
    Biomarker discovery in microarray gene expression data with Gaussian processes
    13 years 7 months ago
    Biomarker discovery in microarray gene expression data with Gaussian processes
    Download  eprints.pascal-network.org
    Wei Chu, Zoubin Ghahramani, Francesco Falciani, Da...
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    ADMA
    2006
    Springer
    192views Data Mining» more  ADMA 2006»
    GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming
    13 years 11 months ago
    GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming
    Download  sci2s.ugr.es
    This work describes the use of a recently proposed technique
    Wagner Rodrigo Weinert, Heitor S. Lopes
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