Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks.
Yi-Ling ChenMing-Syan ChenPhilip S. YuPublished in: ICDM (2015)
Keyphrases
- link prediction
- network analysis
- complex networks
- network structure
- community detection
- social networks
- random walk
- real world networks
- social network analysis
- multi relational
- bipartite graph
- graph mining
- supervised learning
- ensemble methods
- entity resolution
- topological features
- collective classification
- link structure
- collaborative filtering
- heterogeneous networks
- proximity measures
- network topology
- training set
- missing links
- link formation
- factor graph model
- reinforcement learning
- training data
- learning algorithm
- information networks
- structural properties
- network evolution
- location prediction
- decision trees
- machine learning