Network Traffic Classification based on Class Weight based K-NN Classifier (CWK-NN).
Mohammad HijaziJawad KhalifeHussein Al-ghorJesús Esteban Díaz VerdejoPublished in: BDCSIntell (2019)
Keyphrases
- artificial neural networks
- knn
- k nearest neighbour
- network traffic
- classification algorithm
- multi layer perceptron
- k nearest neighbor
- neural network
- nearest neighbour
- nearest neighbor
- support vector machine
- class labels
- k nearest
- support vector machine svm
- feature selection
- anomaly detection
- intrusion detection
- text classification
- text categorization
- support vector
- bayesian network classifiers
- web document classification
- distance function
- mixed data
- nearest neighbor algorithm
- pattern recognition
- feature set
- decision boundary
- training data
- decision trees
- classification accuracy
- document classification
- information gain
- pattern classification
- training set
- learning vector quantization
- query processing
- voting methods
- training samples