SMOTE-kTLNN: A hybrid re-sampling method based on SMOTE and a two-layer nearest neighbor classifier.
Pengfei SunZhiping WangLiyan JiaZhaohui XuPublished in: Expert Syst. Appl. (2024)
Keyphrases
- nearest neighbor classifier
- class distribution
- imbalanced data sets
- imbalanced data
- class imbalanced
- nearest neighbor
- prototype selection
- training samples
- class imbalance
- imbalanced datasets
- distance measure
- dynamic time warping
- stochastic gradient
- cost sensitive
- multi layer
- minority class
- learning algorithm
- pairwise
- face recognition
- computer vision
- machine learning