Knowledge acquisition through information granulation for imbalanced data.
Chao-Ton SuLong-Sheng ChenYuehwern YihPublished in: Expert Syst. Appl. (2006)
Keyphrases
- imbalanced data
- information granulation
- knowledge acquisition
- fuzzy modeling
- information granules
- linear regression
- fuzzy sets
- fuzzy model
- granular computing
- fuzzy systems
- class distribution
- initial values
- feature selection
- random forest
- expert systems
- knowledge base
- membership functions
- machine learning
- sampling methods
- classification models
- approximate reasoning
- knowledge representation
- ensemble methods
- support vector machine
- class imbalance
- rough sets
- ensemble classifier
- fuzzy rules
- decision trees
- genetic algorithm