Mapping Structural Diversity in Networks Sharing a Given Degree Distribution and Global Clustering: Adaptive Resolution Grid Search Evolution with Diophantine Equation-Based Mutations.
Peter OverburyIstván Z. KissLuc BerthouzePublished in: COMPLEX NETWORKS (1) (2018)
Keyphrases
- degree distribution
- network evolution
- scale free
- power law
- preferential attachment
- complex networks
- small world
- social networks
- clustering coefficient
- clustering algorithm
- structural properties
- heavy tailed
- network structure
- k means
- community structure
- network topologies
- high resolution
- grid search
- network model
- cross validation
- machine learning
- network analysis
- biological networks
- social network analysis
- high dimensional