Dynamically adaptive and diverse dual ensemble learning approach for handling concept drift in data streams.
Kanu GoelShalini BatraPublished in: Comput. Intell. (2022)
Keyphrases
- concept drift
- ensemble learning
- data streams
- mining data streams
- streaming data
- drifting concepts
- data stream classification
- sliding window
- drift detection
- ensemble classifier
- classification algorithm
- change detection
- stream data
- data stream mining
- evolving data streams
- data distribution
- non stationary
- machine learning
- neural network
- data points
- concept drifting
- continuous queries
- feature extraction
- reinforcement learning
- pattern recognition