Online sequential classification of imbalanced data by combining extreme learning machine and improved SMOTE algorithm.
Wentao MaoJinwan WangLiyun WangPublished in: IJCNN (2015)
Keyphrases
- imbalanced data
- imbalanced data sets
- classification algorithm
- learning algorithm
- support vector machine svm
- extreme learning machine
- ensemble classifier
- feature extraction
- machine learning
- decision trees
- feed forward neural networks
- feature vectors
- svm classifier
- support vector
- classification models
- generalization ability
- nearest neighbour
- semi supervised
- support vector machine
- probabilistic model
- training set