Mapping structural diversity in networks sharing a given degree distribution and global clustering: Adaptive resolution grid search evolution with Diophantine equation-based mutations.
Peter OverburyIstvan Z. KissLuc BerthouzePublished in: CoRR (2018)
Keyphrases
- degree distribution
- network evolution
- scale free
- power law
- preferential attachment
- complex networks
- small world
- social networks
- clustering coefficient
- clustering algorithm
- structural properties
- grid search
- network structure
- community structure
- k means
- high resolution
- heavy tailed
- network model
- hyperparameters
- cross validation
- feature space
- denoising
- network topologies
- social network analysis
- image reconstruction
- network analysis
- graph theory