Degree-based stratification of nodes in Graph Neural Networks.
Ameen AliHakan CevikalpLior WolfPublished in: CoRR (2023)
Keyphrases
- neural network
- graph structure
- directed graph
- random graphs
- undirected graph
- weighted graph
- graph structures
- adjacency matrix
- edge weights
- pattern recognition
- spanning tree
- dominating set
- shortest path
- random walk
- graph representation
- average degree
- betweenness centrality
- fuzzy logic
- nodes of a graph
- connected graphs
- root node
- planar graphs
- graph theory
- structured data
- path length
- self organizing maps
- network structure
- bipartite graph
- strongly connected
- clustering coefficient
- fully connected
- graph theoretic
- back propagation
- genetic algorithm
- social graphs
- graph model
- neighboring nodes
- finding the shortest path
- connected components
- neural network model
- graph clustering
- small world
- overlapping communities
- maximum flow
- directed acyclic graph
- graph mining
- graph databases