A clustering and ensemble based classifier for data stream classification.
Kapil Keshao WankhadeKalpana C. JondhaleSnehlata S. DongrePublished in: Appl. Soft Comput. (2021)
Keyphrases
- data stream classification
- ensemble learning
- concept drift
- ensemble classifier
- multiple classifiers
- classifier ensemble
- training data
- clustering algorithm
- combining classifiers
- training set
- k means
- multiple classifier systems
- data streams
- individual classifiers
- combination of multiple classifiers
- learning algorithm
- cluster ensemble
- classification algorithm
- feature space
- decision trees
- training examples
- neural network
- ensemble methods
- bayesian networks
- data mining
- data sets
- feature set
- dimensionality reduction
- support vector machine
- high resolution
- support vector
- data stream mining
- image processing