Ensemble learning for network data stream classification using similarity and online genetic algorithm classifiers.
M. Arun Manicka RajaS. SwamynathanPublished in: ICACCI (2016)
Keyphrases
- ensemble learning
- concept drift
- data stream classification
- genetic algorithm
- ensemble classifier
- data streams
- generalization ability
- streaming data
- ensemble methods
- weak learners
- data distribution
- feature selection
- data stream mining
- stream data
- classification algorithm
- similarity measure
- genetic algorithm ga
- random forest
- fitness function
- incremental learning
- data mining
- face recognition
- network traffic
- sliding window
- non stationary
- unlabeled data
- artificial neural networks
- training data