Explaining Deep Graph Networks with Molecular Counterfactuals.
Danilo NumerosoDavide BacciuPublished in: CoRR (2020)
Keyphrases
- average degree
- fully connected
- small world
- graph theory
- three dimensional
- community discovery
- complex networks
- structured data
- network analysis
- random walk
- social networks
- graph representation
- graph theoretic
- interaction networks
- dynamic networks
- scale free
- edge weights
- network structure
- weighted graph
- molecular interactions
- graph layout
- highly connected
- community detection
- bipartite graph
- directed graph
- citation networks
- directed edges
- social graphs
- overlapping communities
- molecular dynamics
- structural patterns
- dna computing
- graphical representation
- signaling pathways
- network size
- protein interaction networks
- graph structures
- directed acyclic graph
- graph mining
- graph databases