Reconstruction-based unsupervised drift detection over multivariate streaming data.
Daniil KaminskyiBin LiEmmanuel MüllerPublished in: ICDM (Workshops) (2022)
Keyphrases
- concept drift
- drift detection
- streaming data
- data streams
- concept drifting data streams
- data stream mining
- unsupervised learning
- change detection
- non stationary
- data distribution
- classification algorithm
- stream data
- high resolution
- stream processing
- stream mining
- data mining
- sliding window
- multi dimensional
- supervised learning
- data analysis
- decision trees