Benchmarking pareto archiving heuristics in the presence of concept drift: diversity versus age.
Aaron AtwaterMalcolm I. HeywoodPublished in: GECCO (2013)
Keyphrases
- concept drift
- data streams
- streaming data
- drift detection
- drifting concepts
- multi objective
- incremental clustering
- data distribution
- change detection
- data stream mining
- classification algorithm
- target concept
- non stationary
- data stream classification
- evolving data streams
- ensemble classifier
- concept descriptions
- database
- batch learning
- sliding window
- machine learning
- evolutionary algorithm
- neural network
- management system