Real-time feature selection technique with concept drift detection using adaptive micro-clusters for data stream mining.
Mahmood HammoodiFrederic T. StahlAtta BadiiPublished in: Knowl. Based Syst. (2018)
Keyphrases
- data stream mining
- concept drift
- drift detection
- feature selection
- data streams
- data distribution
- streaming data
- change detection
- stream mining
- feature extraction
- clustering algorithm
- data points
- data sets
- non stationary
- feature set
- machine learning
- data mining
- classification algorithm
- k nearest neighbor
- semi supervised
- support vector machine
- multi task
- reinforcement learning
- stream data
- neural network