A fast and light classifier for data streams.
Vahida AttarPradeep SinhaKapil Keshao WankhadePublished in: Evol. Syst. (2010)
Keyphrases
- data streams
- sliding window
- streaming data
- feature selection
- classifier systems
- classification scheme
- concept drift
- training data
- feature space
- sensor networks
- stream data
- mining data streams
- classification rate
- linear classifiers
- classification process
- sensor data
- multiple classifiers
- nearest neighbor classifier
- classifier combination
- training samples
- support vector
- classification algorithm
- data distribution
- ensemble learning
- continuous data streams
- itemsets
- feature set
- multi class
- stream mining
- support vector machine
- training set
- decision trees
- learning algorithm
- data sets
- distributed data streams
- limited memory
- learning classifier systems
- roc curve
- classification method
- neural network