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wnpx's dbn [16 articles]

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  • A new dynamic Bayesian network (DBN) approach for identifying gene regulatory networks from time course microarray data.
    Bioinformatics, Vol. 21, No. 1. (1 January 2005), pp. 71-79.
    by M Zou, SD Conzen
    posted to inference dbn bayesian by wnpx on 2007-02-05 18:08:53 as **
  • notes Modelling gene expression data using dynamic Bayesian networks
    (1999)
    by Kevin Murphy, Saira Mian
  • Computational Inference of Neural Information Flow Networks
    PLoS Computational Biology, Vol. 2, No. 11. (1 November 2006), e161.
    by Anne V Smith, Jing Yu, Tom V Smulders, Alexander J Hartemink, Erich D Jarvis
  • Relational Dynamic Bayesian Networks
    Journal of Artificial Intelligence Research, Vol. 24 (2005), pp. 759-797.
    by Sumit Sanghai, Pedro Domingos, Daniel Weld
    posted to bayesian dbn relational by wnpx on 2006-07-28 13:03:13 as ****
  • Sensitivity and specificity of inferring genetic regulatory interactions from microarray experiments with dynamic Bayesian networks.
    Bioinformatics, Vol. 19, No. 17. (22 November 2003), pp. 2271-2282.
    posted to dbn by wnpx on 2006-07-26 20:55:58 as ** along with 3 people csgillespie frohike edwardmorrissey
  • Inference of gene regulatory networks by means of dynamic differential Bayesian networks and nonparametric regression.
    Genome Inform Ser, Vol. 15, No. 2. (2004), pp. 121-130.
    by N Sugimoto, H Iba
    posted to bayesian dbn ddbn network nonparametricregression by wnpx on 2006-07-26 20:55:45 as **
  • The Factored Frontier Algorithm for Approximate Inference in DBNs
    pp. 378-385.
    by Kevin Murphy, Yair Weiss
    posted to algorithm approximate dbn inference by wnpx on 2006-07-13 18:12:57 as ** along with 1 person Maderlock
  • Inference and Learning in Hybrid Bayesian Networks
    No. CSD-98-990. (November, 1998)
    by Kevin P Murphy
    posted to bayesian bayesnet dbn hybrid inference learning by wnpx on 2006-07-13 17:59:27 as **
  • Development of a system for the inference of large scale genetic networks.
    Pac Symp Biocomput (2001), pp. 446-458.
    posted to bayesian dbn gene inference network by wnpx on 2006-01-30 13:50:59 as **
  • Temporal Boolean Network Models of
    by Genetic N And
    posted to dbn by wnpx on 2006-01-30 13:49:34 as **
  • Dynamic Bayesian network and nonparametric regression for nonlinear modeling of gene networks from time series gene expression data
    Biosystems, Vol. 75, No. 1-3. (July 2004), pp. 57-65.
    by Sunyong Kim, Seiya Imoto, Satoru Miyano
  • Inferring gene networks from time series microarray data using dynamic Bayesian networks.
    Brief Bioinform, Vol. 4, No. 3. (September 2003), pp. 228-235.
    by SY Kim, S Imoto, S Miyano
    posted to bayesian dbn review timeseries by wnpx on 2005-12-29 17:11:51 as ****
  • A Bayesian approach to reconstructing genetic regulatory networks with hidden factors.
    Bioinformatics, Vol. 21, No. 3. (1 February 2005), pp. 349-356.
    by Matthew J Beal, Francesco Falciani, Zoubin Ghahramani, Claudia Rangel, David L Wild
  • Evaluating functional network inference using simulations of complex biological systems.
    Bioinformatics, Vol. 18 Suppl 1 (2002)
    by VA Smith, ED Jarvis, AJ Hartemink
  • Advances to Bayesian network inference for generating causal networks from observational biological data.
    Bioinformatics (29 July 2004)
    by Jing Yu, Anne, Paul, Alexander, Erich
  • Inferring quantitative models of regulatory networks from expression data.
    Bioinformatics, Vol. 20 Suppl 1 (4 August 2004)
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