Asymptotic resolution bounds of generalized modularity and multi-scale community detection.
Xiaoyan LuBrendan CrossBoleslaw K. SzymanskiPublished in: Inf. Sci. (2020)
Keyphrases
- community detection
- multiscale
- social networks
- complex networks
- worst case
- rates of convergence
- network analysis
- finite sample
- upper bound
- biological networks
- community detection algorithms
- large deviations
- community structure
- graph mining
- asymptotically optimal
- label propagation
- real world networks
- lower bound
- graph clustering
- information networks
- link prediction
- networked data
- community formation
- bipartite networks
- image segmentation
- image processing