Instance Selection Approach for Self-Configuring Evolutionary Fuzzy Rule Based Classification Systems.
Vladimir StanovovEugene SemenkinOlga SemenkinaPublished in: IIAI-AAI (2015)
Keyphrases
- classification systems
- instance selection
- nearest neighbor
- feature and instance selection
- text classification
- multi class
- multiple instance learning
- data reduction
- classification accuracy
- supervised learning
- semi supervised learning
- knowledge discovery and data mining
- fuzzy rules
- evaluation criteria
- support vector machine
- genetic algorithm
- feature selection
- class imbalanced
- training data
- concept drift
- preprocessing
- fuzzy logic
- knowledge discovery