RILL: Algorithm for Learning Rules from Streaming Data with Concept Drift.
Magdalena DeckertJerzy StefanowskiPublished in: ISMIS (2014)
Keyphrases
- concept drift
- streaming data
- drift detection
- classification algorithm
- learning rules
- data streams
- learning algorithm
- concept drifting data streams
- sliding window
- genetic algorithm
- evolving data streams
- incremental clustering
- biologically inspired
- ensemble classifier
- change detection
- non stationary
- k nearest neighbor
- stream data
- data stream mining
- nearest neighbor
- support vector machine
- knn
- data sets