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    » Gene networks inference using dynamic Bayesian networks
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    NN
    2007
    Springer
    267views Neural Networks» more  NN 2007»
    Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization
    15 years 4 months ago
    Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization
    Download  web.mst.edu
    In the last decade, recurrent neural networks (RNNs) have attracted more efforts in inferring genetic regulatory networks (GRNs), using time series gene expression data from micro...
    Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsc...
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    DSS
    2007
    127views more  DSS 2007»
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    15 years 4 months ago
    Large-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule mining
    Download  www.ischool.drexel.edu
    We present two algorithms for learning large-scale gene regulatory networks from microarray data: a modified informationtheory-based Bayesian network algorithm and a modified asso...
    Zan Huang, Jiexun Li, Hua Su, George S. Watts, Hsi...
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    BIOINFORMATICS
    2006
    97views more  BIOINFORMATICS 2006»
    Inferring gene regulatory networks from time series data using the minimum description length principle
    15 years 4 months ago
    Inferring gene regulatory networks from time series data using the minimum description length principle
    Download  gsp.tamu.edu
    Wentao Zhao, Erchin Serpedin, Edward R. Dougherty
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    CIBCB
    2007
    IEEE
    117views Computational Biology» more  CIBCB 2007»
    Inference of Gene Regulatory Networks using S-System: A Unified Approach
    15 years 11 months ago
    Inference of Gene Regulatory Networks using S-System: A Unified Approach
    Download  www.cs.bham.ac.uk
    Haixin Wang, Lijun Qian, Edward R. Dougherty
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    JIB
    2006
    220views more  JIB 2006»
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    15 years 4 months ago
    An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions
    Download  journal.imbio.de
    Protein-protein interactions (PPI) play a key role in many biological systems. Over the past few years, an explosion in availability of functional biological data obtained from hi...
    Fiona Browne, Haiying Wang, Huiru Zheng, Francisco...
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