Classifier Inconsistency-Based Domain Adaptation Network for Partial Transfer Intelligent Diagnosis.
Jinyang JiaoMing ZhaoJing LinChuancang DingPublished in: IEEE Trans. Ind. Informatics (2020)
Keyphrases
- domain adaptation
- cross domain
- transfer learning
- source domain
- co training
- test data
- multiple sources
- training data
- knowledge transfer
- sufficient training data
- feature space
- semi supervised
- labeled data
- feature selection
- covariate shift
- machine learning
- training set
- target domain
- text classification
- training samples
- data mining
- document classification
- sentiment classification
- semi supervised learning
- classification algorithm
- unlabeled data
- data sets
- classification accuracy
- active learning
- support vector
- similarity measure
- decision trees
- learning algorithm
- databases