Discounted expert weighting for concept drift.
Gregory DitzlerGail RosenRobi PolikarPublished in: CIDUE (2013)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- evolving data streams
- non stationary
- data stream classification
- drift detection
- incremental clustering
- classification algorithm
- target concept
- data distribution
- batch learning
- markov decision processes
- change detection
- optimal policy
- data stream mining
- concept descriptions
- pairwise
- machine learning
- neural network
- data sets
- database
- data management
- multi dimensional
- small number
- image processing