Dynamic Ensemble of Ensembles in Nonstationary Environments.
Xu-Cheng YinKaizhu HuangHong-Wei HaoPublished in: ICONIP (2) (2013)
Keyphrases
- non stationary
- ensemble learning
- dynamic environments
- ensemble methods
- random fields
- neural network ensemble
- highly dynamic
- concept drift
- random forests
- adaptive algorithms
- ensemble selection
- neural network
- ensemble members
- fractional brownian motion
- classifier ensemble
- generalization ability
- benchmark datasets
- tree ensembles
- gaussian markov random fields
- blind source separation
- weighted voting
- finite horizon
- ensemble classifier
- autoregressive
- prediction accuracy
- training set