PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.
Li YangDimitrios Michael ManiasAbdallah ShamiPublished in: CoRR (2021)
Keyphrases
- concept drift
- data streams
- noisy data streams
- ensemble classifier
- drifting concepts
- streaming data
- ensemble learning
- data stream mining
- change detection
- non stationary
- concept drifting data streams
- mining data streams
- evolving data streams
- stream data
- data stream classification
- data distribution
- drift detection
- sliding window
- concept drifting
- classification algorithm
- neural network
- stream mining
- batch learning
- knn
- outlier detection
- management system
- stream clustering