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    BIOINFORMATICS
    2006
    124views more  BIOINFORMATICS 2006»
    Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities
    13 years 7 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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    ALT
    2004
    Springer
    227views Machine Learning» more  ALT 2004»
    Applications of Regularized Least Squares to Classification Problems
    13 years 11 months ago
    Applications of Regularized Least Squares to Classification Problems
    Download  homes.dsi.unimi.it
    Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
    Nicolò Cesa-Bianchi
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    BMCBI
    2008
    127views more  BMCBI 2008»
    Gene and pathway identification with Lp penalized Bayesian logistic regression
    13 years 7 months ago
    Gene and pathway identification with Lp penalized Bayesian logistic regression
    Download  www.biomedcentral.com
    Background: Identifying genes and pathways associated with diseases such as cancer has been a subject of considerable research in recent years in the area of bioinformatics and co...
    Zhenqiu Liu, Ronald B. Gartenhaus, Ming Tan, Feng ...
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    BMCBI
    2007
    138views more  BMCBI 2007»
    A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic
    13 years 7 months ago
    A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic
    Download  www.biomedcentral.com
    Background: A key challenge in metabonomics is to uncover quantitative associations between multidimensional spectroscopic data and biochemical measures used for disease risk asse...
    Aki Vehtari, Ville-Petteri Mäkinen, Pasi Soin...
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    KDD
    2008
    ACM
    232views Data Mining» more  KDD 2008»
    Anticipating annotations and emerging trends in biomedical literature
    14 years 8 months ago
    Anticipating annotations and emerging trends in biomedical literature
    Download  www.mybytes.de
    The BioJournalMonitor is a decision support system for the analysis of trends and topics in the biomedical literature. Its main goal is to identify potential diagnostic and therap...
    Bernd Wachmann, Dmitriy Fradkin, Fabian Mörch...
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