A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data.
Stefano MontiGregory F. CooperPublished in: UAI (1998)
Keyphrases
- mixed data
- learning bayesian networks
- discretization method
- statistical data
- continuous attributes
- bayesian networks
- preprocessing step
- incomplete data
- data sets
- data compression
- structure learning
- naive bayes classifier
- conditional independence
- knn
- similarity function
- discrete data
- numeric attributes
- clustering algorithm
- similarity measure
- neural network
- graphical models
- nearest neighbor
- data analysis
- query processing
- continuous data
- active learning
- image processing
- support vector machine