Handling adversarial concept drift in streaming data.
Tegjyot Singh SethiMehmed M. KantardzicPublished in: Expert Syst. Appl. (2018)
Keyphrases
- concept drift
- streaming data
- mining data streams
- data streams
- non stationary
- drift detection
- data stream mining
- evolving data streams
- classification algorithm
- data distribution
- incremental clustering
- change detection
- stream data
- stream mining
- high speed data streams
- ensemble classifier
- stream processing
- concept drifting data streams
- sliding window
- incoming data
- nearest neighbor
- knn
- high dimensional
- decision trees
- neural network
- data sets