Early classification of residential networks traffic using C5.0 machine learning algorithm.
Zied AouiniAbdesselem KortebiYacine Ghamri-DoudaneIyad Lahsen CherifPublished in: Wireless Days (2018)
Keyphrases
- learning algorithm
- supervised learning
- machine learning algorithms
- machine learning
- classification algorithm
- pattern recognition
- classification accuracy
- decision trees
- support vector
- training data
- training samples
- image classification
- generalization ability
- classification method
- network structure
- class labels
- computer networks
- telecommunication networks
- internet traffic
- nearest neighbour algorithm
- active learning
- feature vectors
- reinforcement learning
- feature selection
- neural network
- support vector machine svm
- anomaly detection
- wireless sensor networks
- machine learning methods
- training set
- feature extraction
- high speed networks
- real time