Quantifying the limited and gradual concept drift assumption.
Joseph SarnelleAnthony SanchezRobert CapoJoshua HaasRobi PolikarPublished in: IJCNN (2015)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- non stationary
- data stream classification
- novelty detection
- evolving data streams
- data stream mining
- classification algorithm
- drift detection
- incremental clustering
- change detection
- ensemble classifier
- data distribution
- target concept
- batch learning
- neural network
- stream data
- concept descriptions
- index structure
- high quality
- face recognition