Mining Recurring Concept Drifts with Limited Labeled Streaming Data.
Pei-Pei LiXindong WuXuegang HuPublished in: ACM Trans. Intell. Syst. Technol. (2012)
Keyphrases
- concept drift
- streaming data
- data stream mining
- stream mining
- data streams
- mining data streams
- data stream classification
- concept drifting
- evolving data streams
- high speed data streams
- data distribution
- drift detection
- closed frequent itemsets
- non stationary
- classification algorithm
- noisy data streams
- stream data
- ensemble classifier
- change detection
- sliding window
- incremental clustering
- training data
- frequent itemsets
- sequential patterns
- itemsets
- supervised learning
- concept drifting data streams
- incoming data
- data sets
- text classification
- pattern mining
- feature selection
- data mining