Towards incremental learning of nonstationary imbalanced data stream: a multiple selectively recursive approach.
Sheng ChenHaibo HePublished in: Evol. Syst. (2011)
Keyphrases
- incremental learning
- non stationary
- concept drift
- data streams
- incremental learning algorithm
- batch learning
- data stream classification
- semi supervised
- random fields
- supervised learning
- adaptive algorithms
- sliding window
- class imbalance
- fuzzy artmap
- learning process
- empirical mode decomposition
- fractional brownian motion
- batch mode
- iterative learning
- neural learning
- streaming data
- class distribution
- change detection
- training data