Scalable SVM-Based Classification in Dynamic Graphs.
Yibo YaoLawrence B. HolderPublished in: ICDM (2014)
Keyphrases
- support vector machine svm
- support vector machine
- support vector
- pattern recognition
- classification method
- decision trees
- classification accuracy
- svm classifier
- classification systems
- svm classification
- supervised learning
- feature vectors
- preprocessing
- image classification
- text classification
- machine learning
- classification scheme
- feature extraction
- dynamic graph
- classification process
- dynamic environments
- dynamic networks
- class labels
- benchmark datasets
- active learning
- training set
- feature selection
- cross validation
- pattern classification
- automatic classification
- classification rate
- graph databases
- relevance feedback
- terms of classification accuracy
- similarity measure