Introduction to the special issue on handling concept drift in adaptive information systems.
Mykola PechenizkiyIndre ZliobaitePublished in: Evol. Syst. (2013)
Keyphrases
- support vector machine
- concept drift
- classification algorithm
- information systems
- data streams
- support vector
- streaming data
- target concept
- drifting concepts
- drift detection
- incremental clustering
- non stationary
- machine learning
- evolving data streams
- data distribution
- data stream classification
- change detection
- stream data
- training data
- data stream mining
- batch learning
- sliding window
- concept descriptions
- dimensionality reduction
- image processing
- neural network