Complex contagions can outperform simple contagions for network reconstruction with dense networks or saturated dynamics.
Nicholas W. LandryWilliam ThompsonLaurent Hébert-DufresneJean-Gabriel YoungPublished in: CoRR (2024)
Keyphrases
- information diffusion
- network structure
- social networks
- network dynamics
- network parameters
- recurrent networks
- complex networks
- computer networks
- community structure
- network model
- dynamic networks
- diffusion process
- network topologies
- complex systems
- network size
- network design
- scale free
- heterogeneous networks
- transport network
- online communities
- counter propagation
- network resources
- wireless sensor networks
- network analysis
- real world networks
- sir model
- highly nonlinear
- criminal networks
- sparsely connected
- cellular networks
- community detection
- link prediction
- three dimensional
- high bandwidth
- network management
- optical flow fields
- recurrent neural networks
- dynamical systems
- image reconstruction
- high resolution