Diffusion Dynamics Prediction on Networks Using Sub-graph Motif Distribution.
Alexey L. ZaykovDanila A. VaganovValentina Y. GulevaPublished in: COMPLEX NETWORKS (1) (2020)
Keyphrases
- network dynamics
- degree distribution
- power law
- dynamic networks
- directed edges
- diffusion process
- information diffusion
- prediction accuracy
- small world
- social networks
- anisotropic diffusion
- random walk
- graph theory
- recurrent networks
- neural network ensemble
- average degree
- network structure
- directed graph
- clustering coefficient
- complex networks
- graph structures
- betweenness centrality
- overlapping communities
- citation networks
- network size
- structured data
- edge weights
- graph representation
- bipartite graph
- fully connected
- community discovery
- network analysis
- weighted graph
- diffusion processes
- prediction model
- graph structure
- dynamical systems
- neural network
- extreme values
- scale free
- random variables
- spanning tree