Higher order degree in simplicial complexes, multi combinatorial Laplacian and applications of TDA to complex networks.
Daniel Hernández SerranoDarío Sánchez GómezPublished in: CoRR (2019)
Keyphrases
- complex networks
- higher order
- high order
- clustering coefficient
- social network analysis
- network analysis
- community detection
- community structure
- scale free
- social networks
- network structure
- natural images
- graph theory
- biological networks
- network evolution
- real world networks
- pairwise
- small world
- network motifs
- random graphs
- link prediction
- degree distribution
- degree centrality
- information theoretic concepts
- community discovery
- scale free networks
- data mining
- functional modules
- protein interaction networks