A tutorial introduction to stochastic simulation algorithms for belief networks

This publication has 10 references indexed in Scilit:

• An empirical analysis of likelihood-weighting simulation on a large, multiply connected medical belief network
  Computers and Biomedical Research, 1991
• Probabilistic Diagnosis Using a Reformulation of the INTERNIST-1/QMR Knowledge Base
  Methods of Information in Medicine, 1991
• Probabilistic Diagnosis Using a Reformulation of the INTERNIST-1/QMR Knowledge Base
  Methods of Information in Medicine, 1991
• A randomized approximation algorithm for probabilistic inference on bayesian belief networks
  Networks, 1990
• The computational complexity of probabilistic inference using bayesian belief networks
  Artificial Intelligence, 1990
• Approximate counting, uniform generation and rapidly mixing Markov chains
  Information and Computation, 1989
• Current research directions in the development of expert systems based on belief networks
  Applied Stochastic Models and Data Analysis, 1989
• Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems
  Journal of the Royal Statistical Society Series B: Statistical Methodology, 1988
• Evidential reasoning using stochastic simulation of causal models
  Artificial Intelligence, 1987
• Fuzzy sets as a basis for a theory of possibility
  Fuzzy Sets and Systems, 1978