A visual analytical approach for transfer learning in classification.
Yuxin MaJiayi XuXiang-yang WuFei WangWei ChenPublished in: Inf. Sci. (2017)
Keyphrases
- transfer learning
- text classification
- machine learning
- machine learning algorithms
- cross domain learning
- learning tasks
- knowledge transfer
- labeled data
- semi supervised learning
- cross domain text classification
- supervised learning
- decision trees
- unsupervised learning
- domain adaptation
- structure learning
- cross domain
- feature selection
- text categorization
- data sets
- multi task learning
- support vector machine
- model selection
- training samples
- label information
- support vector
- feature extraction
- multi task
- learning algorithm
- transfer knowledge
- manifold alignment
- class labels
- unlabeled data
- feature space
- active learning
- image classification
- collaborative filtering
- multi class