SWSEL: Sliding Window-based Selective Ensemble Learning for class-imbalance problems.
Qi DaiJian-wei LiuJia-Peng YangPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- ensemble learning
- software defect prediction
- class imbalance
- concept drift
- ensemble methods
- high dimensionality
- pattern recognition
- binary classification problems
- non stationary
- data analysis
- cost sensitive
- random forest
- generalization ability
- active learning
- class distribution
- feature vectors
- base learners
- imbalanced data
- feature selection