Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP.
Gianluigi FolinoGiuseppe PapuzzoPublished in: EuroGP (2010)
Keyphrases
- data streams
- concept drift
- mining data streams
- streaming data
- stream data
- genetic programming
- data stream mining
- sliding window
- drifting concepts
- evolving data streams
- data stream classification
- sensor networks
- data distribution
- drift detection
- incremental clustering
- change detection
- continuous data
- stream mining
- classification algorithm
- sensor data
- ensemble learning
- outlier detection
- high speed data streams
- decision trees
- non stationary
- frequent itemsets
- mining frequent itemsets
- closed frequent itemsets
- ensemble classifier
- data sets
- incoming data
- predictive coding
- ensemble methods