Traffic Classification based on Incremental Learning Algorithms for the Software-Defined Networks.
Arwa MohamedMosab HamdanSuleman KhanMuzaffar HamzahMuhammad N. MarsonoPublished in: FIT (2022)
Keyphrases
- learning algorithm
- incremental learning
- machine learning
- machine learning algorithms
- supervised learning
- training set
- classification algorithm
- pattern recognition
- support vector machine svm
- network resources
- classification rules
- training samples
- source code
- classification accuracy
- feature extraction
- inductive learning algorithms
- user interface
- feature vectors
- transportation systems
- telecommunication networks
- training data
- classification method
- support vector machine
- image classification
- network traffic
- generalization ability
- decision trees
- classification models
- complex networks
- internet traffic
- social networks
- learning problems
- machine learning methods
- software systems
- support vector
- training examples
- model selection