Domain adaptation bounds for multiple expert systems under concept drift.
Gregory DitzlerGail L. RosenRobi PolikarPublished in: IJCNN (2014)
Keyphrases
- domain adaptation
- concept drift
- expert systems
- multiple sources
- data streams
- labeled data
- streaming data
- transfer learning
- classification algorithm
- semi supervised
- change detection
- cross domain
- semi supervised learning
- document classification
- target domain
- sentiment classification
- unlabeled data
- non stationary
- database
- data distribution
- knowledge representation
- data analysis
- training data
- machine learning