Denoise Enhanced Neural Network with Efficient Data Generation for Automatic Sleep Stage Classification of Class Imbalance.
Le YuPeiwang TangZhiguo JiangXianchao ZhangPublished in: IJCNN (2023)
Keyphrases
- class imbalance
- data generation
- sleep stage
- imbalanced data sets
- neural network
- active learning
- cost sensitive
- class distribution
- cost sensitive learning
- majority class
- imbalanced datasets
- high dimensionality
- pattern recognition
- imbalanced data
- classification accuracy
- minority class
- sampling methods
- data sets
- support vector
- concept drift
- sleep apnea
- feature extraction
- decision trees
- decision boundary
- nearest neighbour
- high dimensional data
- semi supervised learning
- support vector machine
- data streams