Latent Feature Kernels for Link Prediction on Sparse Graphs.
Canh Hao NguyenHiroshi MamitsukaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2012)
Keyphrases
- link prediction
- graph kernels
- topological features
- graph mining
- bipartite graph
- network analysis
- random walk
- social networks
- social network analysis
- multi relational
- complex networks
- network structure
- real world networks
- kernel methods
- graph theory
- social ties
- kernel function
- proximity measures
- community detection
- link structure
- tensor factorization
- high dimensional
- entity resolution
- latent variables
- structured data
- collaborative filtering
- gaussian processes
- heterogeneous networks
- social interaction
- supervised learning
- dynamic programming
- bipartite networks
- web graph
- state space
- probabilistic model
- missing links
- link formation