D. Advanced Topics
- Missing Data and Hidden Variables
- Testing nets with cases
- Managing Case files
Under development:
- Link Direction
- Classification problems
- Causal modeling, independence and modularity
- Time Expansions
- Typical Net Design Patterns
- Diagnostic Nets
- Decision Nets
- Node Absorption
- Junction Trees (elimination ordering)
- Value of Information
- At what cost should one obtain further information?
- Case-Based Reasoning
- Using Bayes nets to aid in case-based reasoning
- Constraint Satisfaction
- Using Bayes nets to do constraint satisfaction
- 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
- Linking together Bayes nets with Netica API
References
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