The HIM glocal metric and kernel for network comparison and classification.
Giuseppe JurmanRoberto VisintainerMichele FilosiSamantha RiccadonnaCesare FurlanelloPublished in: DSAA (2015)
Keyphrases
- support vector
- classification accuracy
- pattern recognition
- feature space
- kernel function
- automatic classification
- classification method
- text classification
- decision trees
- classification scheme
- kernel learning
- support vector machine
- network model
- complex networks
- class labels
- support vector machine svm
- multi class
- svm classification
- training set
- radial basis function network
- string kernels
- nearest neighbor classification
- machine learning
- kernel fisher discriminant
- pattern classification
- computer networks
- network traffic
- machine learning algorithms
- wireless sensor networks
- feature vectors
- high dimensional
- feature extraction
- feature selection