WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows.
Naureen NaqviSabih ur RehmanMd Zahidul IslamPublished in: AusDM (2022)
Keyphrases
- early detection
- concept drift
- data streams
- non stationary
- streaming data
- drift detection
- breast cancer
- drifting concepts
- change detection
- automatic diagnosis
- classification algorithm
- data stream classification
- data distribution
- lung cancer
- skin cancer
- evolving data streams
- data stream mining
- hierarchical clustering
- machine learning
- computer aided
- support vector
- batch learning
- data structure