GEP-based classifier with drift detection for mining imbalanced data streams.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: KES (2020)
Keyphrases
- concept drift
- drift detection
- ensemble classifier
- data streams
- stream mining
- class imbalance
- data stream mining
- gene expression programming
- streaming data
- ensemble learning
- frequent itemsets
- concept drifting
- classification algorithm
- itemsets
- stream data
- non stationary
- sliding window
- classifier ensemble
- change detection
- data sets
- data distribution
- minority class
- continuous queries
- text mining
- decision trees
- incoming data
- data mining
- limited memory
- training samples
- sequential patterns