Domain-ensemble learning with cross-domain mixup for thoracic disease classification in unseen domains.
Hongyu WangYong XiaPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- cross domain
- ensemble learning
- generalization ability
- cross domain learning
- multiple domains
- domain adaptation
- target domain
- ensemble classifier
- knowledge transfer
- transfer learning
- training set
- support vector machine svm
- ensemble methods
- support vector
- classification accuracy
- pattern recognition
- text categorization
- feature space
- learning algorithm
- data analysis
- machine learning
- decision trees
- training samples
- text classification
- training examples
- class labels
- machine learning methods
- feature selection
- model selection
- concept drift
- feature vectors
- bp neural network
- random forest
- base classifiers
- support vector machine
- feature set
- learning tasks
- e government
- classification algorithm
- unlabeled data
- image classification