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    ECCB
    2003
    IEEE
    183views Computational Biology» more  ECCB 2003»
    Gene networks inference using dynamic Bayesian networks
    14 years 1 months ago
    Gene networks inference using dynamic Bayesian networks
    Download  bioinformatics.oxfordjournals.org
    This article deals with the identification of gene regulatory networks from experimental data using a statistical machine learning approach. A stochastic model of gene interactio...
    Bruno-Edouard Perrin, Liva Ralaivola, Aurél...
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    CIBB
    2009
    232views Artificial Intelligence» more  CIBB 2009»
    On the Use of Temporal Formal Logic to Model Gene Regulatory Networks
    13 years 9 months ago
    On the Use of Temporal Formal Logic to Model Gene Regulatory Networks
    Download  www.i3s.unice.fr
    Modelling activities in molecular biology face the difficulty of prediction to link molecular knowledge with cell phenotypes. Even when the interaction graph between molecules is k...
    Gilles Bernot, Jean-Paul Comet
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    AB
    2008
    Springer
    258views Computational Biology» more  AB 2008»
    An Algorithm for Qualitative Simulation of Gene Regulatory Networks with Steep Sigmoidal Response Functions
    14 years 2 months ago
    An Algorithm for Qualitative Simulation of Gene Regulatory Networks with Steep Sigmoidal Response Functions
    Download  www.risc.jku.at
    A specific class of ODEs has been shown to be adequate to describe the essential features of the complex dynamics of Gene-Regulatory Networks (GRN). But, the effective exploitatio...
    Liliana Ironi, Luigi Panzeri, Erik Plahte
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    AAAI
    2008
    90views Intelligent Agents» more  AAAI 2008»
    Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network
    13 years 10 months ago
    Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network
    Download  www.cse.msu.edu
    Yang Zhou, Zheng Li, Xuerui Yang, Linxia Zhang, Sh...
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    CIBCB
    2005
    IEEE
    137views Computational Biology» more  CIBCB 2005»
    Feedback Memetic Algorithms for Modeling Gene Regulatory Networks
    14 years 1 months ago
    Feedback Memetic Algorithms for Modeling Gene Regulatory Networks
    Download  www.ra.cs.uni-tuebingen.de
    — In this paper we address the problem of finding gene regulatory networks from experimental DNA microarray data. We focus on the evaluation of the performance of memetic algori...
    Christian Spieth, Felix Streichert, Jochen Supper,...
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