A Classifier Ensembling Approach for Imbalanced Social Link Prediction.
Jose HurtadoNapat TaweewitchakreeyaXue KongXingquan ZhuPublished in: ICMLA (1) (2013)
Keyphrases
- link prediction
- social networks
- link formation
- social network analysis
- classifier ensemble
- network analysis
- random walk
- social ties
- multi relational
- social interaction
- bipartite graph
- individual classifiers
- complex networks
- network structure
- topological features
- community detection
- social relationships
- training data
- heterogeneous networks
- training samples
- binary classification problems
- social media
- collective classification
- collaborative filtering
- learning algorithm
- online social networks
- social networking
- training set
- missing links
- classification algorithm
- social behavior
- class labels
- supervised learning
- entity resolution
- support vector
- proximity measures
- social network data
- feature space
- classifier combination
- minority class
- ensemble classifier
- social networking sites
- social influence
- feature set
- location prediction
- decision trees
- bipartite networks
- feature selection
- active learning