An on-line sequential learning method in social networks for node classification.
Yongjiao SunYe YuanGuoren WangPublished in: Neurocomputing (2015)
Keyphrases
- classification method
- classification accuracy
- prior knowledge
- cross validation
- learning scheme
- benchmark data sets
- support vector machine svm
- social networks
- detection method
- unsupervised learning
- learning process
- reinforcement learning
- supervised learning
- bayesian methods
- machine learning methods
- transductive learning
- supervised learning algorithms
- accuracy rate
- machine learning
- tree structure
- pattern recognition
- pairwise
- feature set
- support vector machine
- decision rules
- objective function
- pattern classification
- feature extraction
- incremental learning
- training process
- classification rate
- training samples
- model selection
- binary classifiers
- learning phase