A Potential Solution to Insufficient Target-Domain Noise Data: Transfer Learning and Noise Modeling.
Xintong DongMing ChengHongzhou WangGuanghui LiJun LinShaoping LuPublished in: IEEE Trans. Geosci. Remote. Sens. (2023)
Keyphrases
- transfer learning
- target domain
- labeled data
- domain adaptation
- source domain
- cross domain
- unlabeled data
- training data
- test data
- learning algorithm
- prior knowledge
- data sets
- information retrieval
- semi supervised learning
- transfer knowledge
- high dimensional data
- data analysis
- active learning
- text classification
- machine learning
- learning tasks
- multiple sources
- data mining
- label information
- feature space
- knowledge transfer
- data points
- semi supervised
- data distribution
- test cases
- machine learning algorithms
- supervised learning
- text categorization