Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology.
Mustafa HajijElizabeth MunchPaul RosenPublished in: IDSTA (2020)
Keyphrases
- complex networks
- persistent homology
- betweenness centrality
- topological features
- link prediction
- community detection
- social network analysis
- scale free
- network analysis
- random walk
- social networks
- information theoretic concepts
- community structure
- graph theory
- morse theory
- shape descriptors
- computational geometry
- biological networks
- network structure
- functional modules
- ranking algorithm
- protein interaction networks
- real world networks
- link analysis
- community discovery
- object recognition
- clustering coefficient
- network evolution
- community mining