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    BMCBI
    2006
    116views more  BMCBI 2006»
    Integrative missing value estimation for microarray data
    13 years 7 months ago
    Integrative missing value estimation for microarray data
    Download  www.biomedcentral.com
    Background: Missing value estimation is an important preprocessing step in microarray analysis. Although several methods have been developed to solve this problem, their performan...
    Jianjun Hu, Haifeng Li, Michael S. Waterman, Xiang...
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    BMCBI
    2007
    194views more  BMCBI 2007»
    A meta-data based method for DNA microarray imputation
    13 years 7 months ago
    A meta-data based method for DNA microarray imputation
    Download  www.biomedcentral.com
    Background: DNA microarray experiments are conducted in logical sets, such as time course profiling after a treatment is applied to the samples, or comparisons of the samples unde...
    Rebecka Jörnsten, Ming Ouyang, Hui-Yu Wang
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    BIBE
    2007
    IEEE
    153views Bioinformatics» more  BIBE 2007»
    Combined expression data with missing values and gene interaction network analysis: a Markovian integrated approach
    13 years 9 months ago
    Combined expression data with missing values and gene interaction network analysis: a Markovian integrated approach
    Download  www.bioss.ac.uk
    —DNA microarray technologies provide means for monitoring in the order of tens of thousands of gene expression levels quantitatively and simultaneously. However data generated in...
    Juliette Blanchet, Matthieu Vignes
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    BIOINFORMATICS
    2007
    190views more  BIOINFORMATICS 2007»
    Towards clustering of incomplete microarray data without the use of imputation
    13 years 7 months ago
    Towards clustering of incomplete microarray data without the use of imputation
    Download  biosoft.kaist.ac.kr
    Motivation: Clustering technique is used to find groups of genes that show similar expression patterns under multiple experimental conditions. Nonetheless, the results obtained by...
    Dae-Won Kim, Ki Young Lee, Kwang H. Lee, Doheon Le...
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    WCE
    2007
    108views Electrical And Computer Engi...» more  WCE 2007»
    A Fast Multivariate Nearest Neighbour Imputation Algorithm
    13 years 8 months ago
    A Fast Multivariate Nearest Neighbour Imputation Algorithm
    Download  www.cit.sunderland.ac.uk
    — Imputation of missing data is important in many areas, such as reducing non-response bias in surveys and maintaining medical documentation. Nearest neighbour (NN) imputation al...
    Norman Solomon, Giles Oatley, Kenneth McGarry
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