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    BMCBI
    2005
    63views more  BMCBI 2005»
    Tandem machine learning for the identification of genes regulated by transcription factors
    13 years 4 months ago
    Tandem machine learning for the identification of genes regulated by transcription factors
    Download  www.cytognomix.org
    Deendayal Dinakarpandian, Venetia Raheja, Saumil M...
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    BMCBI
    2008
    134views more  BMCBI 2008»
    Identification of transcription factor contexts in literature using machine learning approaches
    13 years 4 months ago
    Identification of transcription factor contexts in literature using machine learning approaches
    Download  www.biomedcentral.com
    Background: Availability of information about transcription factors (TFs) is crucial for genome biology, as TFs play a central role in the regulation of gene expression. While man...
    Hui Yang, Goran Nenadic, John A. Keane
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    BMCBI
    2008
    116views more  BMCBI 2008»
    The combination approach of SVM and ECOC for powerful identification and classification of transcription factor
    13 years 4 months ago
    The combination approach of SVM and ECOC for powerful identification and classification of transcription factor
    Download  www.biomedcentral.com
    Background: Transcription factors (TFs) are core functional proteins which play important roles in gene expression control, and they are key factors for gene regulation network co...
    Guangyong Zheng, Ziliang Qian, Qing Yang, Chaochun...
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    BMCBI
    2007
    136views more  BMCBI 2007»
    Prediction of tissue-specific cis-regulatory modules using Bayesian networks and regression trees
    13 years 4 months ago
    Prediction of tissue-specific cis-regulatory modules using Bayesian networks and regression trees
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    Background: In vertebrates, a large part of gene transcriptional regulation is operated by cisregulatory modules. These modules are believed to be regulating much of the tissue-sp...
    Xiaoyu Chen, Mathieu Blanchette
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    ICMLA
    2007
    95views Machine Learning» more  ICMLA 2007»
    SVMotif: A Machine Learning Motif Algorithm
    13 years 6 months ago
    SVMotif: A Machine Learning Motif Algorithm
    Download  math.bu.edu
    We describe SVMotif, a support vector machine-based learning algorithm for identification of cellular DNA transcription factor (TF) motifs extrapolated from known TF-gene interact...
    Mark A. Kon, Yue Fan, Dustin T. Holloway, Charles ...
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