Learning Likelihood-Equivalence Bayesian Networks Using an Empirical Bayesian Approach

This publication has 19 references indexed in Scilit:

• Bayesian Networks and Decision Graphs
  2001
• Bayesian Network Classifiers
  Machine Learning, 1997
• A guide to the literature on learning probabilistic networks from data
  IEEE Transactions on Knowledge and Data Engineering, 1996
• Graphical Belief Modeling
  1995
• LEARNING BAYESIAN BELIEF NETWORKS: AN APPROACH BASED ON THE MDL PRINCIPLE
  Computational Intelligence, 1994
• On the information-based measure of covariance complexity and its application to the evaluation of multivariate linear models
  Communications in Statistics - Theory and Methods, 1990
• Maximum likelihood principle and model selection when the true model is unspecified
  Journal of Multivariate Analysis, 1988
• Modeling by shortest data description
  Automatica, 1978
• A new look at the statistical model identification
  IEEE Transactions on Automatic Control, 1974
• Approximating discrete probability distributions with dependence trees
  IEEE Transactions on Information Theory, 1968