A Stable and Online Approach to Detect Concept Drift in Data Streams.
Fausto Guzzo da CostaRodrigo Fernandes de MelloPublished in: BRACIS (2014)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- mining data streams
- stream clustering
- data stream classification
- data distribution
- drift detection
- evolving data streams
- incremental clustering
- change detection
- sliding window
- stream data
- data stream mining
- classification algorithm
- data sets
- non stationary
- batch learning
- concept descriptions
- continuous queries
- limited memory
- incoming data
- nearest neighbor
- concept drifting data streams