Quantifying uncertainty in graph neural network explanations.

Junji Jiang Chen Ling Hongyi Li Guangji Bai Xujiang Zhao Liang Zhao

Published in: Frontiers Big Data (2024)

Keyphrases

neural network
graph representation
directed graph
graph theory
uncertain data
inherent uncertainty
weighted graph
bipartite graph

graph theoretic
pattern recognition
neural network model
artificial neural networks
structured data
link analysis
multi layer
graph structure

random walk
multilayer perceptron
associative memory
fuzzy logic
back propagation
recurrent neural networks
network model
graph matching

graph mining
graph databases
radial basis function
connected components
graphical representation
possibility theory
genetic algorithm