Detectability of small communities in multilayer and temporal networks: Eigenvector localization, layer aggregation, and time series discretization.
Dane TaylorRajmonda S. CaceresPeter J. MuchaPublished in: CoRR (2016)
Keyphrases
- community structure
- social networks
- temporal patterns
- temporal data
- complex networks
- temporal aggregation
- multivariate time series
- community detection
- spatio temporal
- time stamped
- real world networks
- temporal constraints
- temporal databases
- knowledge sharing
- single layer
- small number
- small world
- bipartite networks
- community discovery
- principal component analysis
- signal detection
- dynamic time warping
- singular value decomposition
- temporal information
- social network analysis and mining
- citation networks
- communities in social networks
- information networks
- network structure
- application layer
- web communities
- sensor networks
- temporal sequences
- symbolic representation
- image quality
- virtual communities
- linear combination
- non stationary
- covariance matrix