Dynamic Network Embeddings: From Random Walks to Temporal Random Walks.
Giang Hoang NguyenJohn Boaz LeeRyan A. RossiNesreen K. AhmedEunyee KohSungchul KimPublished in: IEEE BigData (2018)
Keyphrases
- random walk
- link prediction
- markov chain
- directed graph
- average degree
- transition probabilities
- transition probability matrix
- spectral methods
- markov random walk
- stationary distribution
- complex networks
- flow graph
- vector space
- dimensionality reduction
- bipartite graph
- community detection
- community structure
- network structure
- pairwise