Geometric correlations in real multiplex networks: multidimensional communities, trans-layer link prediction, and efficient navigation.
Kaj-Kolja KleinebergMarián BoguñáM. Ángeles SerranoFragkiskos PapadopoulosPublished in: CoRR (2016)
Keyphrases
- machine learning
- link prediction
- social networks
- community detection
- complex networks
- network analysis
- social network analysis
- network structure
- real world networks
- social ties
- bipartite networks
- community structure
- heterogeneous networks
- biological networks
- supervised learning
- missing links
- random walk
- multi relational
- link formation
- information networks
- bipartite graph
- community discovery
- active learning
- factor graph model
- social and information networks
- graph mining
- social network data
- proximity measures
- topological features
- network topology
- entity resolution
- collective classification
- graphical models
- collaborative filtering