PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.
Li YangDimitrios Michael ManiasAbdallah ShamiPublished in: GLOBECOM (2021)
Keyphrases
- concept drift
- data streams
- noisy data streams
- ensemble classifier
- drifting concepts
- ensemble learning
- streaming data
- change detection
- classification algorithm
- data distribution
- drift detection
- stream data
- data stream mining
- management system
- concept drifting data streams
- mining data streams
- data stream classification
- sliding window
- non stationary
- feature selection
- evolving data streams
- concept drifting
- image analysis
- batch learning
- data sets
- database systems
- high speed data streams
- stream clustering