Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction.
Xin SuiTsung-Hsien LeeJoyce Jiyoung WhangBerkant SavasSaral JainKeshav PingaliInderjit S. DhillonPublished in: LCPC (2012)
Keyphrases
- link prediction
- graph mining
- low rank approximation
- bipartite graph
- graph clustering
- adjacency matrix
- random walk
- social network analysis
- social networks
- network analysis
- graph kernels
- complex networks
- singular value decomposition
- directed graph
- community detection
- network structure
- biological networks
- spectral clustering
- graph theory
- supervised learning
- graph matching
- low rank
- subspace learning
- collaborative filtering
- graph representation
- weighted graph
- pairwise
- clustering algorithm
- machine learning
- graph partitioning
- graph model
- information retrieval
- graph structure
- feature space
- decision trees