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    BMCBI
    2006
    173views more  BMCBI 2006»
    Kernel-based distance metric learning for microarray data classification
    13 years 7 months ago
    Kernel-based distance metric learning for microarray data classification
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    Background: The most fundamental task using gene expression data in clinical oncology is to classify tissue samples according to their gene expression levels. Compared with tradit...
    Huilin Xiong, Xue-wen Chen
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    NIPS
    2008
    174views Information Technology» more  NIPS 2008»
    A mixture model for the evolution of gene expression in non-homogeneous datasets
    13 years 9 months ago
    A mixture model for the evolution of gene expression in non-homogeneous datasets
    Download  www.gatsby.ucl.ac.uk
    We address the challenge of assessing conservation of gene expression in complex, non-homogeneous datasets. Recent studies have demonstrated the success of probabilistic models in...
    Gerald Quon, Yee Whye Teh, Esther Chan, Timothy R....
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    GECCO
    2007
    Springer
    179views Optimization» more  GECCO 2007»
    Evolutionary selection of minimum number of features for classification of gene expression data using genetic algorithms
    14 years 1 months ago
    Evolutionary selection of minimum number of features for classification of gene expression data using genetic algorithms
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    Selecting the most relevant factors from genetic profiles that can optimally characterize cellular states is of crucial importance in identifying complex disease genes and biomark...
    Alper Küçükural, Reyyan Yeniterzi...
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    BMCBI
    2008
    82views more  BMCBI 2008»
    Gene expression profile of peripheral blood mononuclear cells in response to HIV-VLPs stimulation
    13 years 7 months ago
    Gene expression profile of peripheral blood mononuclear cells in response to HIV-VLPs stimulation
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    Background: Baculovirus-expressed HIV-1 Pr55gag Virus-Like Particles (HIV-VLPs) induce maturation and activation of monocyte-derived dendritic cells (MDDCs) with a production of T...
    Luigi Buonaguro, Alessandro Monaco, Eleonora Aric&...
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    BMCBI
    2006
    142views more  BMCBI 2006»
    Correlated fragile site expression allows the identification of candidate fragile genes involved in immunity and associated with
    13 years 7 months ago
    Correlated fragile site expression allows the identification of candidate fragile genes involved in immunity and associated with
    Download  www.biomedcentral.com
    Background: Common fragile sites (cfs) are specific regions in the human genome that are particularly prone to genomic instability under conditions of replicative stress. Several ...
    Angela Re, Davide Corà, Alda Maria Puliti, ...
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