Rules from Belief Networks: A Rough Set Approach.
Teresa MroczekJerzy W. Grzymala-BusseZdzislaw S. HippePublished in: Rough Sets and Current Trends in Computing (2004)
Keyphrases
- belief networks
- decision rules
- bayesian belief networks
- conditional probabilities
- graphical models
- probabilistic reasoning
- classification rules
- stochastic simulation
- probabilistic inference
- probability distribution
- attribute values
- rough sets
- exact inference
- rough set theory
- artificial neural networks
- decision trees
- random variables
- belief propagation
- multilayer perceptron
- active learning
- machine learning