DEGREE: Decomposition Based Explanation for Graph Neural Networks.
Qizhang FengNinghao LiuFan YangRuixiang TangMengnan DuXia HuPublished in: ICLR (2022)
Keyphrases
- neural network
- tree decomposition
- pattern recognition
- graph representation
- graph theory
- multi layer
- structural learning
- graph model
- back propagation
- artificial neural networks
- random walk
- fuzzy logic
- genetic algorithm
- degree distribution
- feed forward
- structured data
- weighted graph
- graph based algorithm
- fault diagnosis
- random graphs
- decomposition method
- network architecture
- graph construction
- rule extraction
- graph theoretic
- training process
- fuzzy systems
- neural network model
- directed graph