Streaming Data Classification Based on Hierarchical Concept Drift and Online Ensemble.
Ning LiuJianhua ZhaoPublished in: IEEE Access (2023)
Keyphrases
- concept drift
- streaming data
- concept drifting data streams
- ensemble classifier
- classification algorithm
- ensemble classification
- data stream classification
- drift detection
- drifting concepts
- data streams
- ensemble learning
- class imbalance
- incremental clustering
- data stream mining
- concept drifting
- non stationary
- mining data streams
- classifier ensemble
- stream data
- data distribution
- noisy data streams
- change detection
- stream mining
- evolving data streams
- decision trees
- incoming data
- training set
- machine learning
- anomaly detection
- text classification
- learning algorithm
- database
- random forest
- neural network
- high speed data streams
- feature selection
- feature vectors
- ensemble methods