Using ghost edges for classification in sparsely labeled networks.
Brian GallagherHanghang TongTina Eliassi-RadChristos FaloutsosPublished in: KDD (2008)
Keyphrases
- supervised learning
- classification method
- feature selection
- pattern recognition
- training set
- support vector machine
- classification accuracy
- classification scheme
- training data
- social networks
- automatic classification
- decision trees
- active learning
- knn
- feature vectors
- machine learning
- support vector
- feature extraction
- unsupervised learning
- support vector machine svm
- class labels
- machine learning methods
- dynamic range
- manual labeling
- document classification
- image structure
- pattern classification
- community structure
- classification rules
- svm classifier
- text classification
- image classification
- multi class