An Adaptive Safe-Region Diversity Oversampling Algorithm for Imbalanced Classification.
Liangliang TaoHuixian LiFaqiang WangMaomao LiuZhao TangQingya WangPublished in: IEEE Access (2024)
Keyphrases
- classification algorithm
- preprocessing
- classification method
- detection algorithm
- computational complexity
- classification scheme
- worst case
- dynamic programming
- support vector machine svm
- np hard
- region of interest
- class imbalance
- learning algorithm
- feature space
- optimal solution
- objective function
- decision trees
- imbalanced data sets
- classification rules
- particle swarm optimization
- probabilistic model
- multi objective
- k means