Concept Drift and Covariate Shift Detection Ensemble with Lagged Labels.
Yiming XuDiego KlabjanPublished in: IEEE BigData (2021)
Keyphrases
- concept drift
- drifting concepts
- ensemble classifier
- change detection
- covariate shift
- data streams
- streaming data
- drift detection
- non stationary
- neural network
- training data
- training set
- model selection
- classification algorithm
- data distribution
- anomaly detection
- ensemble methods
- learning algorithm
- classifier ensemble
- domain adaptation
- image registration
- pairwise
- semi supervised learning
- small number
- remote sensing
- data sets
- decision trees
- principal component analysis