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D. Advanced Topics
  1. Missing Data and Hidden Variables
  2. Testing nets with cases
  3. Managing Case files

    Under development:

  4. Link Direction
    • Classification problems
    • Causal modeling, independence and modularity
  5. Time Expansions
  6. Typical Net Design Patterns
    • Diagnostic Nets
    • Decision Nets
  7. Node Absorption
  8. Junction Trees (elimination ordering)
  9. Value of Information
    • At what cost should one obtain further information?
  10. Case-Based Reasoning
    • Using Bayes nets to aid in case-based reasoning
  11. Constraint Satisfaction
    • Using Bayes nets to do constraint satisfaction
  12. Fuzzy Logic
    • Weaknesses of fuzzy logic
    • The "Thinking is Natural Language" illusion
    • "Tall" is not a fuzzy set, but an indicator that the height is greater than you might otherwise think
  13. Linking together Bayes nets with Netica API
   References
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