Achieving Robust Performance for Traffic Classification Using Ensemble Learning in SDN Networks.
Ting YangSerdar VuralPeng QianYogaratnam RahulanNing WangRahim TafazolliPublished in: ICC (2021)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- weak learners
- learning algorithm
- support vector machine
- individual classifiers
- pattern recognition
- ensemble methods
- support vector machine svm
- machine learning
- support vector
- text classification
- base learners
- benchmark datasets
- classification algorithm
- network traffic
- image classification
- multiple classifiers
- concept drift
- random forest
- supervised learning
- feature vectors
- artificial neural networks
- cost sensitive
- feature space
- classification accuracy
- unsupervised learning
- feature selection
- data sets