An Ensemble Approach for Incremental Learning in Nonstationary Environments.
Michael MuhlbaierRobi PolikarPublished in: MCS (2007)
Keyphrases
- incremental learning
- non stationary
- incremental learning algorithm
- fuzzy artmap
- semi supervised
- random fields
- learning process
- concept drift
- blind source separation
- autoregressive
- empirical mode decomposition
- batch mode
- adaptive algorithms
- batch learning
- neural network
- neural learning
- supervised learning
- similarity measure
- feature extraction
- fractional brownian motion
- learning algorithm