Ensemble of online neural networks for non-stationary and imbalanced data streams.
Adel GhazikhaniReza MonsefiHadi Sadoghi YazdiPublished in: Neurocomputing (2013)
Keyphrases
- non stationary
- neural network
- data streams
- concept drift
- ensemble learning
- ensemble classifier
- sliding window
- class imbalance
- noisy data streams
- streaming data
- mining concept drifting data streams
- neural network ensemble
- back propagation
- temporal evolution
- data sets
- pattern recognition
- stock price
- artificial neural networks
- adaptive algorithms
- akaike information criterion
- concept drifting
- multi class
- random forests
- biomedical signals
- decision trees
- imbalanced data
- autoregressive
- change point detection
- class distribution
- binary classification problems
- white noise
- financial time series
- stream data
- training data
- ensemble methods
- itemsets