Exploring concept drift using interactive simulations.
Jeremiah SmithNaranker DulayMáté Attila TóthOliver AmftYanxia ZhangPublished in: PerCom Workshops (2013)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- non stationary
- data stream classification
- data stream mining
- classification algorithm
- data distribution
- novelty detection
- change detection
- batch learning
- ensemble classifier
- evolving data streams
- incremental clustering
- target concept
- database
- neural network
- concept descriptions
- stream data
- learning algorithm
- image processing
- pairwise
- support vector