Scalable kernel convex hull online support vector machine for intelligent network traffic classification.
Xiaoqing GuTongguang NiYiqing FanWeibo WangPublished in: Ann. des Télécommunications (2020)
Keyphrases
- network traffic
- convex hull
- support vector machine
- support vector
- kernel function
- feature space
- svm classifier
- intrusion detection
- kernel methods
- anomaly detection
- feature vectors
- hyperplane
- multi class
- training samples
- feature selection
- intrusion detection system
- convex polyhedra
- feature extraction
- traffic data
- internet traffic
- histogram intersection kernel
- supervised learning
- training set
- mixed integer
- decision trees
- machine learning
- text classification
- data points
- training data
- multiple kernel learning
- network bandwidth
- unsupervised learning
- video sequences
- network intrusion detection
- computer vision
- data sets