Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation.
Lucas Fernando Alvarenga e SilvaNicu SebeJurandy AlmeidaPublished in: SIBGRAPI (2023)
Keyphrases
- domain adaptation
- document classification
- classification accuracy
- co training
- labeled data
- machine learning
- training samples
- classification algorithm
- text classification
- feature vectors
- feature space
- cross domain
- support vector
- decision trees
- multiple sources
- manifold alignment
- sufficient training data
- support vector machine
- training set
- feature selection
- learning algorithm
- machine learning algorithms
- unlabeled data
- transfer learning
- knowledge management
- target domain
- data analysis
- training data