Supervised Contrastive Pretrained ResNet with MixUp to Enhance Respiratory Sound Classification on Imbalanced and Limited Dataset.
Jinhai HuCong Sheng LeowShuailin TaoWang Ling GohYuan GaoPublished in: BioCAS (2023)
Keyphrases
- supervised learning
- benchmark datasets
- feature selection
- class imbalance
- classification accuracy
- machine learning
- pattern recognition
- support vector
- supervised classification
- decision trees
- feature vectors
- pattern classification
- unsupervised learning
- support vector machine svm
- sleep stage
- high dimensionality
- semi supervised
- support vector machine
- feature extraction
- active learning
- classification scheme
- training dataset
- binary classification problems
- imbalanced datasets
- semi supervised learning
- decision rules
- motion compensation
- feature space
- imbalanced data sets