An online ensembles approach for handling concept drift in data streams: diversified online ensembles detection.
Parneeta SidhuM. P. S. BhatiaPublished in: Int. J. Mach. Learn. Cybern. (2015)
Keyphrases
- concept drift
- data streams
- ensemble learning
- decision trees
- change detection
- data sets
- mining data streams
- stream data
- ensemble classifier
- streaming data
- drifting concepts
- data stream mining
- anomaly detection
- training data
- drift detection
- ensemble methods
- prediction accuracy
- small number
- data structure
- classifier ensemble
- learning algorithm
- machine learning
- neural network