A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data.
Sirvan ParastehSamira SadaouiPublished in: DeLTA (2023)
Keyphrases
- concept drift
- streaming data
- data streams
- drift detection
- non stationary
- data stream mining
- evolving data streams
- classification algorithm
- stream data
- data distribution
- ensemble classifier
- change detection
- incremental clustering
- bayesian networks
- mining data streams
- stream mining
- sliding window
- high speed data streams
- concept drifting data streams
- stream processing
- incoming data
- high dimensional
- machine learning