Classification of Traffic Flows into QoS Classes by Unsupervised Learning and KNN Clustering.
Yi ZengThomas M. ChenPublished in: KSII Trans. Internet Inf. Syst. (2009)
Keyphrases
- unsupervised learning
- knn
- k nearest neighbor
- k nearest neighbour
- text classification
- supervised learning
- knn algorithm
- knn classification
- feature selection
- binary classification tasks
- support vector machine
- nearest neighbor
- traffic flows
- k nearest
- semi supervised
- distance function
- knn classifier
- nearest neighbour
- machine learning
- support vector
- object recognition
- model selection
- expectation maximization
- decision trees
- distance metric
- neural network
- learning algorithm
- feature extraction
- mobile devices
- class labels
- feature vectors
- training set
- road traffic
- traffic flow
- quality of service
- np hard