An online adaptive classifier ensemble for mining non-stationary data streams.
Alberto Verdecia-CabreraIsvani Inocencio Frías BlancoAndré C. P. L. F. de CarvalhoPublished in: Intell. Data Anal. (2018)
Keyphrases
- non stationary
- classifier ensemble
- adaptive algorithms
- concept drift
- concept drifting data streams
- data streams
- concept drifting
- ensemble classifier
- drift detection
- streaming data
- itemsets
- sliding window
- empirical mode decomposition
- stream data
- data sets
- data mining
- ensemble methods
- sequential patterns
- text mining
- pairwise
- ensemble learning
- frequent patterns
- multiresolution
- decision trees