Evaluating Concept Drift Detectors on Real-World Data.
Ufuk ErolFrancesco RaimondoJames PopeSamuel GunnerVijay KumarIoannis MavromatisPietro Edoardo CarnelliTheodoros SpyridopoulosAftab KhanGeorge OikonomouPublished in: EWSN (2023)
Keyphrases
- concept drift
- data streams
- drift detection
- streaming data
- non stationary
- drifting concepts
- incremental clustering
- classification algorithm
- change detection
- data stream mining
- evolving data streams
- data stream classification
- target concept
- stream data
- batch learning
- concept descriptions
- sliding window
- high dimensional data
- data structure
- decision trees
- data mining