DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB.
Joel ScanlanJacky HartnettRaymond WilliamsPublished in: Australasian Conference on Artificial Intelligence (2008)
Keyphrases
- concept drift
- data streams
- drift detection
- drifting concepts
- streaming data
- non stationary
- classification algorithm
- data stream classification
- evolving data streams
- data distribution
- change detection
- novelty detection
- batch learning
- target concept
- incremental clustering
- data stream mining
- ensemble classifier
- stream data
- small number
- neural network
- pattern recognition
- database
- decision trees
- data sets