Active learning for node classification in assortative and disassortative networks.
Cristopher MooreXiaoran YanYaojia ZhuJean-Baptiste RouquierTerran LanePublished in: KDD (2011)
Keyphrases
- active learning
- pattern recognition
- supervised learning
- batch mode active learning
- classification accuracy
- support vector machine
- degree distribution
- machine learning
- support vector
- selective sampling
- feature selection
- training set
- feature vectors
- network analysis
- classification method
- classification algorithm
- feature extraction
- annotation effort
- class imbalance
- training samples
- social networks
- decision trees
- class labels
- model selection
- text classification
- neural network
- overlapping communities