2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance.
Andrea CavalloClaas GrohnfeldtMichele RussoGiulio LovisottoLuca VassioPublished in: CoRR (2022)
Keyphrases
- neural network
- graph representation
- graph theory
- weighted graph
- graph structure
- directed graph
- structured data
- inexact graph matching
- graph mining
- graph model
- euclidean distance
- graph matching
- distance function
- random walk
- tree shaped
- directed acyclic graph
- graph databases
- normalized cut
- maximum common subgraph
- bipartite graph
- distance metric
- distance measure
- nearest neighbor
- artificial neural networks