Geometrical inspired pre-weighting enhances Markov clustering community detection in complex networks.
Claudio DuránAlessandro MuscoloniCarlo Vittorio CannistraciPublished in: Appl. Netw. Sci. (2021)
Keyphrases
- complex networks
- community detection
- graph clustering
- community structure
- network analysis
- community discovery
- social networks
- link prediction
- social network analysis
- clustering algorithm
- biological networks
- clustering method
- community detection algorithms
- k means
- label propagation
- real world networks
- scale free
- link analysis
- graph theory
- network structure
- data clustering
- small world
- markov chain
- spectral clustering
- information networks
- graph mining
- functional modules
- network motifs
- scale free networks
- information theoretic concepts
- active learning
- network evolution
- networked data