Concept drift adaptation with continuous kernel learning.
Yingying ChenHong-Liang DaiPublished in: Inf. Sci. (2024)
Keyphrases
- concept drift
- kernel learning
- data streams
- multiple kernel learning
- kernel matrix
- kernel function
- semi supervised
- data distribution
- support vector regression
- change detection
- classification algorithm
- kernel methods
- non stationary
- class imbalance
- multi task learning
- dimensionality reduction
- pairwise constraints
- learning tasks
- text classification
- support vector
- similarity measure
- model selection