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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 9 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 9 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 9 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 9 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 9 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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