P2P traffic classification using clustering technology.
Chuan-Mu TsengGuo-Tai HuangTzong-Jye LiuPublished in: SII (2016)
Keyphrases
- unsupervised learning
- classification accuracy
- pattern recognition
- clustering method
- unsupervised classification
- rapid development
- support vector
- k means
- classification scheme
- unsupervised clustering
- clustering analysis
- text classification
- network traffic
- image classification
- machine learning algorithms
- cost effective
- high dimensionality
- preprocessing
- data clustering
- clustering algorithm
- pattern classification
- classification method
- spectral clustering
- class labels
- training samples
- supervised classification
- classification process
- decision trees
- key technologies
- categorical data
- nearest neighbor classification
- machine learning
- classification models
- microarray data analysis
- density estimation
- hierarchical clustering
- document clustering
- classification algorithm
- benchmark datasets
- high dimensional data
- dimensionality reduction
- supervised learning
- multi class
- knn
- feature extraction
- case study
- feature selection