LinkBoost: A Novel Cost-Sensitive Boosting Framework for Community-Level Network Link Prediction.
Prakash Mandayam ComarPang-Ning TanAnil K. JainPublished in: ICDM (2011)
Keyphrases
- link prediction
- cost sensitive
- community detection
- boosting algorithms
- boosting framework
- complex networks
- network structure
- random walk
- social networks
- social network analysis
- misclassification costs
- multi class
- community structure
- binary classification
- supervised learning
- loss function
- collaborative filtering
- active learning
- class distribution
- naive bayes
- class imbalance
- training data
- data sets
- feature vectors
- machine learning