Learning Decision Trees from Data Streams with Concept Drift.
Dariusz JankowskiKonrad JackowskiBoguslaw CyganekPublished in: ICCS (2016)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- batch learning
- decision trees
- drift detection
- learning algorithm
- sliding window
- data distribution
- concept drifting data streams
- change detection
- supervised learning
- data sets
- learning tasks
- incremental learning
- target concept
- data stream classification
- mining data streams
- text mining
- support vector machine
- data structure
- reinforcement learning
- stream data
- training data
- machine learning
- database