Unsupervised Drift Detection on High-speed Data Streams.
Vinícius M. A. de SouzaFarhan Asif ChowdhuryAbdullah MueenPublished in: IEEE BigData (2020)
Keyphrases
- drift detection
- high speed data streams
- concept drift
- data streams
- mining data streams
- streaming data
- non stationary
- change detection
- classification algorithm
- data distribution
- unsupervised learning
- data stream mining
- stream data
- sliding window
- supervised learning
- semi supervised learning
- itemsets
- closed frequent itemsets
- text classification
- knn