SACCOS: A Semi-Supervised Framework for Emerging Class Detection and Concept Drift Adaption Over Data Streams.
Yang GaoSwarup ChandraYifan LiLatifur KhanBhavani M. ThuraisinghamPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- concept drift
- data streams
- change detection
- streaming data
- data stream classification
- drift detection
- data stream mining
- drifting concepts
- stream data
- incremental clustering
- non stationary
- evolving data streams
- sliding window
- target concept
- mining data streams
- classification algorithm
- stream mining
- data distribution
- data sets
- noisy data streams
- batch learning
- data mining
- feature extraction
- continuous queries
- high speed data streams
- anomaly detection
- support vector