Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification Problems.
Wing W. Y. NgShichao XuJianjun ZhangXing TianTongwen RongSam KwongPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- pattern classification problems
- class imbalance
- pattern classification
- neural network
- imbalanced data
- decision trees
- fuzzy classification
- binary classification problems
- pattern recognition
- ensemble methods
- class distribution
- face recognition
- ensemble learning
- base classifiers
- imbalanced datasets
- feature selection
- active learning
- minority class
- feature extraction
- sampling methods
- cost sensitive
- high dimensionality
- fuzzy classifier
- training data
- data sets
- training set
- ensemble classifier
- numerical data
- machine learning
- high dimensional
- artificial neural networks
- fuzzy logic