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    IPPS
    2007
    IEEE
    113views Distributed And Parallel Com...» more  IPPS 2007»
    Protein Secondary Structure Prediction using Bayesian Inference method on Decision fusion algorithms
    13 years 11 months ago
    Protein Secondary Structure Prediction using Bayesian Inference method on Decision fusion algorithms
    Download  www.cecs.uci.edu
    Prediction of protein secondary structure (alpha-helix, beta-sheet, coil) from primary sequence of amino acids is a very challenging task, and the problem has been approached from...
    Somasheker Akkaladevi, Ajay K. Katangur
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    BMCBI
    2011
    252views Artificial Intelligence» more  BMCBI 2011»
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    12 years 9 months ago
    A hierarchical Bayesian network approach for linkage disequilibrium modeling and data-dimensionality reduction prior to genome-w
    Download  www.biomedcentral.com
    Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
    Raphael Mourad, Christine Sinoquet, Philippe Leray
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    BMCBI
    2008
    174views more  BMCBI 2008»
    Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset
    13 years 5 months ago
    Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset
    Download  www.biomedcentral.com
    Background: Inferring gene regulatory networks from data requires the development of algorithms devoted to structure extraction. When only static data are available, gene interact...
    Cédric Auliac, Vincent Frouin, Xavier Gidro...
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    KDD
    2009
    ACM
    132views Data Mining» more  KDD 2009»
    Learning patterns in the dynamics of biological networks
    14 years 5 months ago
    Learning patterns in the dynamics of biological networks
    Download  www-ai.cs.uni-dortmund.de
    Our dynamic graph-based relational mining approach has been developed to learn structural patterns in biological networks as they change over time. The analysis of dynamic network...
    Chang Hun You, Lawrence B. Holder, Diane J. Cook
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    BMCBI
    2010
    167views more  BMCBI 2010»
    Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach
    13 years 5 months ago
    Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach
    Download  www.biomedcentral.com
    Background: Transcriptional gene regulation is one of the most important mechanisms in controlling many essential cellular processes, including cell development, cell-cycle contro...
    Marc Bailly-Bechet, Alfredo Braunstein, Andrea Pag...
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