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    BMCBI
    2007
    154views more  BMCBI 2007»
    Inferring biological networks with output kernel trees
    13 years 7 months ago
    Inferring biological networks with output kernel trees
    Download  www.montefiore.ulg.ac.be
    Background: Elucidating biological networks between proteins appears nowadays as one of the most important challenges in systems biology. Computational approaches to this problem ...
    Pierre Geurts, Nizar Touleimat, Marie Dutreix, Flo...
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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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    BMCBI
    2007
    215views more  BMCBI 2007»
    Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregres
    13 years 7 months ago
    Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregres
    Download  www.biomedcentral.com
    Background: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning the...
    Rainer Opgen-Rhein, Korbinian Strimmer
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    BMCBI
    2007
    131views more  BMCBI 2007»
    An improved method for identifying functionally linked proteins using phylogenetic profiles
    13 years 7 months ago
    An improved method for identifying functionally linked proteins using phylogenetic profiles
    Download  www.biomedcentral.com
    Background: Phylogenetic profiles record the occurrence of homologs of genes across fully sequenced organisms. Proteins with similar profiles are typically components of protein c...
    Shawn Cokus, Sayaka Mizutani, Matteo Pellegrini
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    IJSI
    2008
    91views more  IJSI 2008»
    Random Event Structures
    13 years 7 months ago
    Random Event Structures
    Download  newton.eecs.cwru.edu
    Abstract In a line of recent development, probabilistic constructions of universal, homogeneous objects have been provided in various categories of ordered structures, such as caus...
    Manfred Droste, Guo-Qiang Zhang
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