An Ultimately Simple Concept Drift Detector for Data Streams.
Bruno Iran Ferreira MacielJuan Isidro González HidalgoRoberto Souto Maior de BarrosPublished in: SMC (2021)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- data stream classification
- data distribution
- data stream mining
- change detection
- mining data streams
- incremental clustering
- sliding window
- stream data
- drift detection
- non stationary
- stream mining
- evolving data streams
- classification algorithm
- neural network
- data sets
- stream processing
- ensemble classifier
- concept descriptions
- outlier detection
- database
- support vector
- batch learning
- learning algorithm