Imbalanced Data Mining Using Oversampling and Cellular GEP Ensemble.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: ICCCI (2021)
Keyphrases
- evolutionary computation
- gene expression programming
- data mining
- genetic programming
- imbalanced data
- class imbalance
- ensemble classifier
- association rules
- fuzzy logic
- data mining techniques
- knowledge discovery
- minority class
- training data
- cellular automata
- binary classification problems
- data mining methods
- rough sets
- regression analysis
- ensemble learning
- class distribution
- cluster analysis
- outlier detection
- data warehouse
- training set
- machine learning
- random forests
- feature selection
- random forest
- ensemble methods
- data mining applications
- data mining algorithms
- generalization ability
- cost sensitive
- multi class
- data analysis
- real world