Homogeneous-Heterogeneous Hybrid Ensemble for concept-drift adaptation.
Jobin WilsonSantanu ChaudhuryBrejesh LallPublished in: Neurocomputing (2023)
Keyphrases
- concept drift
- drifting concepts
- ensemble learning
- ensemble classifier
- concept drifting data streams
- ensemble classification
- data streams
- drift detection
- streaming data
- noisy data streams
- classification algorithm
- change detection
- incremental clustering
- data distribution
- non stationary
- concept drifting
- data stream classification
- batch learning
- data stream mining
- feature selection
- stream data
- ensemble methods
- evolving data streams
- neural network
- classifier ensemble
- training data
- pairwise
- dimensionality reduction
- remote sensing
- computer vision
- learning algorithm