Bayesian Networks
Bayesian Networks
- Bayesian Networks, introduced by Pearl(1986), resolve many of these problems:
- Even very large networks can be tractable
- Operation resembles human reasoning about uncertainty in important respects
- Provides a framework for modelling causal relationships
- Real-World Decision Support Systems based on Bayesian Networks are up and running now!