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    DSS
    2007
    127views more  DSS 2007»
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    14 years 11 months ago
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
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    We present two algorithms for learning large-scale gene regulatory networks from microarray data: a modified informationtheory-based Bayesian network algorithm and a modified asso...
    Zan Huang, Jiexun Li, Hua Su, George S. Watts, Hsi...
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    BMCBI
    2007
    182views more  BMCBI 2007»
    Identifying regulatory targets of cell cycle transcription factors using gene expression and ChIP-chip data
    14 years 11 months ago
    Identifying regulatory targets of cell cycle transcription factors using gene expression and ChIP-chip data
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    Background: ChIP-chip data, which indicate binding of transcription factors (TFs) to DNA regions in vivo, are widely used to reconstruct transcriptional regulatory networks. Howev...
    Wei-Sheng Wu, Wen-Hsiung Li, Bor-Sen Chen
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    BIOINFORMATICS
    2006
    118views more  BIOINFORMATICS 2006»
    A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription
    14 years 11 months ago
    A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription
    Download  eprints.pascal-network.org
    Motivation Quantitative estimation of the regulatory relationship between transcription factors and genes is a fundamental stepping stone when trying to develop models of cellular...
    Guido Sanguinetti, Magnus Rattray, Neil D. Lawrenc...
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    BIOINFORMATICS
    2006
    124views more  BIOINFORMATICS 2006»
    Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
    14 years 11 months ago
    Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
    Download  eprints.pascal-network.org
    Motivation Quantitative estimation of the regulatory relationship between transcription factors and genes is a fundamental stepping stone when trying to develop models of cellular...
    Guido Sanguinetti, Neil D. Lawrence, Magnus Rattra...
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    BIOINFORMATICS
    2007
    100views more  BIOINFORMATICS 2007»
    Boolean dynamics of genetic regulatory networks inferred from microarray time series data
    14 years 11 months ago
    Boolean dynamics of genetic regulatory networks inferred from microarray time series data
    Download  www.cs.sandia.gov
    Shawn Martin, Zhaoduo Zhang, Anthony Martino, Jean...
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