DragStream: An Anomaly And Concept Drift Detector In Univariate Data Streams.
Anne Marthe Sophie Ngo BibinbeAbdoul Jalil Djiberou MahamadouMichael Franklin MbouopdaEngelbert Mephu NguifoPublished in: ICDM (Workshops) (2022)
Keyphrases
- concept drift
- data streams
- streaming data
- anomaly detection
- sliding window
- mining data streams
- drifting concepts
- data stream classification
- data distribution
- incremental clustering
- change detection
- drift detection
- stream data
- evolving data streams
- non stationary
- classification algorithm
- data stream mining
- intrusion detection
- batch learning
- continuous queries
- stream mining
- data sets
- outlier detection
- stream processing
- ensemble classifier
- concept drifting
- neural network