Multi-objective optimization of a hybrid model for network traffic classification by combining machine learning techniques.
Zuleika NascimentoDjamel SadokStenio F. L. FernandesJudith KelnerPublished in: IJCNN (2014)
Keyphrases
- network traffic
- multi objective optimization
- hybrid model
- multi objective
- support vector machine svm
- evolutionary algorithm
- anomaly detection
- machine learning
- intrusion detection
- pattern recognition
- pareto optimal
- multi objective optimization problems
- support vector machine
- feature selection
- genetic algorithm
- artificial neural networks
- supervised learning
- support vector regression
- network intrusion detection
- multi objective genetic algorithm
- nsga ii
- network bandwidth
- traffic data
- data mining
- intrusion detection system
- unsupervised learning
- text classification
- neural network
- optimization algorithm
- optimization problems
- active learning
- hybrid models
- feature space
- multi objective genetic algorithms