A robust semi-supervised classification method for transfer learning.
Akinori FujinoNaonori UedaMasaaki NagataPublished in: CIKM (2010)
Keyphrases
- classification method
- transfer learning
- labeled data
- semi supervised
- text classification
- semi supervised learning
- unlabeled data
- labeled examples
- learning tasks
- active learning
- cross domain
- knowledge transfer
- knn
- support vector machine
- k nearest neighbor
- label information
- supervised learning
- classification algorithm
- support vector machine svm
- domain adaptation
- text categorization
- multi task
- machine learning
- co training
- training data
- machine learning algorithms
- learning algorithm
- unsupervised learning
- reinforcement learning
- target domain
- transfer knowledge
- feature selection
- class labels
- labeled and unlabeled data
- text mining
- cross domain learning
- pairwise
- artificial intelligence
- information retrieval
- metric learning
- learning environment
- real world
- multi view learning
- databases
- data sets