An Incremental Learning Algorithm for Non-stationary Environments and Class Imbalance.
Gregory DitzlerRobi PolikarNitesh V. ChawlaPublished in: ICPR (2010)
Keyphrases
- class imbalance
- incremental learning algorithm
- incremental learning
- class distribution
- active learning
- hyperplane
- cost sensitive
- learning algorithm
- cost sensitive learning
- imbalanced datasets
- high dimensionality
- feature selection
- concept drift
- semi supervised
- sampling methods
- data mining
- minority class
- neural network
- test cases
- feature vectors
- training data