Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data.
Yifan ZhangPeilin ZhaoJiezhang CaoWenye MaJunzhou HuangQingyao WuMingkui TanPublished in: KDD (2018)
Keyphrases
- imbalanced data
- active learning
- class imbalance
- imbalanced class distribution
- online algorithms
- imbalanced datasets
- multi class
- decision boundary
- class distribution
- semi supervised
- feature selection
- sampling methods
- linear regression
- training examples
- decision trees
- ensemble methods
- classification models
- random sampling
- supervised learning
- least squares
- learning algorithm
- random forest
- high dimensionality
- ensemble classifier
- minority class
- support vector machine
- training set