Trusted Deep Domain Adaptation with Uncertainty Measure Based on Evidence Theory.
Ying LvJianpeng MaQilin LiGang XuPublished in: ICASSP (2024)
Keyphrases
- evidence theory
- domain adaptation
- multiple sources
- evaluation model
- cross domain
- labeled data
- dempster shafer evidence theory
- risk assessment
- transfer learning
- semi supervised learning
- semi supervised
- fuzzy membership functions
- target domain
- sentiment classification
- similarity measure
- general purpose
- test data
- document classification
- supervised learning
- unlabeled data
- pairwise
- co training
- databases
- artificial intelligence
- information systems
- decision making
- belief functions
- training data
- risk management
- data sets
- machine learning algorithms
- learning process