Unsupervised host behavior classification from connection patterns.
Guillaume DewaeleYosuke HimuraPierre BorgnatKensuke FukudaPatrice AbryOlivier J. J. MichelRomain FontugneKenjiro ChoHiroshi EsakiPublished in: Int. J. Netw. Manag. (2010)
Keyphrases
- unsupervised learning
- supervised classification
- unsupervised classification
- pattern recognition
- pattern analysis
- supervised learning
- behavior patterns
- machine learning
- lung disease
- classification accuracy
- jumping emerging patterns
- partially supervised
- text classification
- training patterns
- human behavior
- neural network
- decision trees
- feature extraction
- discovering patterns
- classification process
- classification systems
- feature vectors
- object classification
- support vector machine
- pattern classification
- classification method
- classification models
- design patterns
- classification scheme
- classification algorithm
- decision rules
- preprocessing
- support vector
- machine learning algorithms
- unsupervised methods
- training samples
- semi supervised
- model selection
- feature set