Mercator: uncovering faithful hyperbolic embeddings of complex networks.
Guillermo García-PérezAntoine AllardM. Ángeles SerranoMarián BoguñáPublished in: CoRR (2019)
Keyphrases
- complex networks
- vector space
- community detection
- social network analysis
- scale free
- social networks
- low dimensional
- manifold learning
- network analysis
- network structure
- graph theory
- dimensionality reduction
- community structure
- biological networks
- network evolution
- euclidean space
- link prediction
- scale free networks
- high dimensional data
- protein interaction networks
- network motifs
- high dimensional
- functional modules
- small world
- community discovery
- information theoretic concepts