An empirical characterization of community structures in complex networks using a bivariate map of quality metrics.
Vinh-Loc DaoCécile BothorelPhilippe LencaPublished in: Soc. Netw. Anal. Min. (2021)
Keyphrases
- complex networks
- quality metrics
- community structure
- community detection
- image quality
- real world networks
- network analysis
- social networks
- quality assessment
- social network analysis
- graph theory
- network structure
- scale free
- data quality
- human visual system
- biological networks
- community discovery
- functional modules
- small world
- link prediction
- network evolution
- community detection algorithms
- information theoretic concepts
- visual quality
- evaluation metrics
- protein interaction networks
- peak signal to noise ratio
- human perception
- network topology