A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks.
Yu JinNick G. DuffieldJeffrey ErmanPatrick HaffnerSubhabrata SenZhi-Li ZhangPublished in: ACM Trans. Knowl. Discov. Data (2012)
Keyphrases
- machine learning
- machine learning methods
- supervised machine learning
- pattern recognition
- decision trees
- support vector machine
- machine learning algorithms
- supervised learning
- feature selection
- text classification
- classification accuracy
- machine learning approaches
- feature extraction
- supervised classification
- high speed networks
- support vector
- model selection
- unsupervised learning
- feature vectors
- atm networks
- feature space
- classification method
- neural network
- data mining
- internet traffic
- transportation networks
- telecommunication networks
- origin destination
- classification models
- learning tasks
- complex networks
- classification algorithm
- cellular automata
- class labels
- support vector machine svm
- natural language processing
- training set
- computer vision