The use of time stamps in handling latency and concept drift in online learning.
Gary Russell MarrsMichaela M. BlackRay J. HickeyPublished in: Evol. Syst. (2012)
Keyphrases
- concept drift
- online learning
- mining data streams
- data streams
- streaming data
- drifting concepts
- drift detection
- incremental clustering
- change detection
- classification algorithm
- e learning
- data distribution
- non stationary
- target concept
- evolving data streams
- data stream mining
- batch learning
- data stream classification
- stream data
- active learning
- concept descriptions
- data management
- pattern recognition