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wnpx's bayesnets [14 articles]

当前文献位于 wnpx's 文献库 标签分类为 bayesnets. You can also see everyone's bayesnets.
  • On the Sample Complexity of Learning Bayesian Networks
    (1996)
    posted to bayesnets learning by wnpx on 2006-02-24 15:47:52 as ** along with 1 person yaroslavvb
  • A tutorial on learning with bayesian networks
    (# 1995)
  • Reconstruction of gene networks using Bayesian learning and manipulation experiments
    Bioinformatics, Vol. 20, No. 17. (22 November 2004), pp. 2934-2942.
    by Iosifina Pournara, Lorenz Wernisch
    posted to active bayesian bayesnets intervention learning by wnpx on 2006-02-24 15:35:15 as ** along with 1 person yoh
  • Active Learning for Structure in Bayesian Networks
    (2001), pp. 863-869.
    by Simon Tong, Daphne Koller
  • Learning in Graphical Models (Adaptive Computation and Machine Learning)
    (27 November 1998)
  • Probabilistic Networks and Expert Systems (Information Science and Statistics)
    (20 May 2003)
    by Robert G Cowell, Philip, Steffen L Lauritzen, David J Spiegelhalter
    posted to bayesian bayesnets book new by wnpx on 2006-01-31 18:16:02 as ** along with 2 people chechetka naegele
  • Graphical Models in Applied Multivariate Statistics (Wiley Series in Probability & Statistics)
    (28 March 1990)
    posted to bayesian bayesnets book new by wnpx on 2006-01-31 18:15:00 as ** along with 1 person naegele
  • Graphical Models (Oxford Statistical Science Series)
    (25 July 1996)
    by Steffen L Lauritzen
  • Graphical Models: Methods for Data Analysis and Mining
    (15 March 2002)
    by Christian Borgelt, Rudolf Kruse
  • Markov and Bayes networks: A comparison of two graphical representations of probabilistic knowledge (CSD. University of California at Los Angeles. Computer Science Department)
    by Judea Pearl
    posted to bayesian bayesnets book lib-uh by wnpx on 2006-01-31 18:06:57 as **
  • Probabilistic Reasoning in Expert Systems: Theory and Algorithms
    (1990)
    by Richard E Neapolitan
    posted to bayesian bayesnets book dt lib-uh by wnpx on 2006-01-31 18:03:48 as **
  • Learning the Structure of Dynamic Probabilistic Networks
    (1999), pp. 139-147.
    by Nir Friedman, Kevin Murphy, Stuart Russell
  • Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks
    (January 2003)
  • Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
    Machine Learning, Vol. 20, No. 3. (September 1995), pp. 197-243.
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