Topics of Interest

• Dependence Networks
  • Monte Carlo propagation algorithms
  • Propagation algorithms for non-probabilistic uncertainty
  • Learning algorithms
  • Graphical models and conditional independence
• Numerical representation of uncertainty
  • Probability theory
  • Convex sets of probabilities
  • Upper and lower probabilities
  • Dempster-Shafer theory of evidence
  • Possibility theory
  • Conditioning, revision and combination
• Decision theory
  • Decision under incomplete information
  • Decision with linguistic labels

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