Explainability in subgraphs-enhanced Graph Neural Networks.
Michele GuerraIndro SpinelliSimone ScardapaneFilippo Maria BianchiPublished in: NLDL (2023)
Keyphrases
- neural network
- graph mining
- graph properties
- graph databases
- graph data
- graph structures
- labeled graphs
- subgraph mining
- subgraph isomorphism
- frequent subgraph mining
- maximum clique
- structured data
- pattern recognition
- artificial neural networks
- directed graph
- random walk
- topological information
- graph theory
- graph structure
- subgraph matching
- connected components
- reachability queries
- quasi cliques
- graph theoretic
- graph model
- graph representation
- connected subgraphs
- fuzzy logic
- back propagation
- fault diagnosis
- recurrent neural networks
- neural nets
- weighted graph
- training process
- graph search
- graph patterns
- neural network model
- frequent subgraphs
- activation function
- data structure