MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks.
Danilo NumerosoDavide BacciuPublished in: CoRR (2021)
Keyphrases
- average degree
- dynamic networks
- fully connected
- graph theory
- edge weights
- random walk
- highly connected
- clustering coefficient
- small world
- graph mining
- social networks
- structured data
- connected components
- directed graph
- molecular interactions
- network analysis
- graph layout
- graph structure
- graph model
- graph partitioning
- citation networks
- directed acyclic graph
- directed edges
- weighted graph
- graph databases
- overlapping communities
- interaction networks
- biological networks
- network size
- graph structures
- complex networks
- spanning tree
- degree distribution
- real world graphs
- protein interaction networks
- path length
- generating explanations
- independent component analysis
- graph representation