Qualitative Inference in Possibilistic Option Decision Trees.
Ilyes JenhaniZied ElouediNahla Ben AmorKhaled MellouliPublished in: ECSQARU (2005)
Keyphrases
- decision trees
- possibility theory
- possibilistic networks
- probabilistic networks
- possibilistic logic
- decision rules
- qualitative reasoning
- possibility distributions
- random forest
- training data
- bayesian networks
- decision tree induction
- machine learning algorithms
- inference engine
- probabilistic inference
- defeasible logic programming
- quantitative and qualitative
- option pricing
- belief networks
- predictive accuracy
- naive bayes
- learning algorithm
- machine learning
- uncertain knowledge
- decision tree learning
- constructive induction
- bayesian inference
- qualitative simulation
- attribute selection
- belief functions
- fuzzy numbers
- data sets
- ensemble methods
- qualitative and quantitative
- graphical models
- data mining