Characterizing complex networks with Forman-Ricci curvature and associated geometric flows.
Melanie WeberEmil SaucanJürgen JostPublished in: J. Complex Networks (2017)
Keyphrases
- complex networks
- differential geometry
- network analysis
- community detection
- network structure
- social networks
- graph theory
- link prediction
- scale free
- social network analysis
- community structure
- small world
- seemingly unrelated
- biological networks
- real world networks
- functional modules
- community discovery
- scale space
- network motifs
- geometrical properties
- degree centrality
- information theoretic concepts
- clustering coefficient
- supervised learning
- multiscale
- clustering algorithm