Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data.
Xinxin JiangShirui PanGuodong LongJiang ChangJing JiangChengqi ZhangPublished in: IJCNN (2018)
Keyphrases
- cost sensitive
- imbalanced data
- hybrid neural
- class distribution
- class imbalance
- misclassification costs
- neural network
- cost sensitive learning
- multi class
- support vector machine
- minority class
- active learning
- base classifiers
- sampling methods
- naive bayes
- genetic algorithm
- decision trees
- ensemble methods
- multi label
- data streams
- data mining
- nearest neighbor
- feature selection
- machine learning