How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting?
Ming JinGuangsi ShiYuan-Fang LiQingsong WenBo XiongTian ZhouShirui PanPublished in: CoRR (2023)
Keyphrases
- neural network
- artificial neural networks
- spectral decomposition
- graph theory
- spatio temporal
- graph representation
- directed graph
- normalized cut
- spatial and temporal
- graph model
- temporal patterns
- back propagation
- structured data
- temporal information
- temporal constraints
- pattern recognition
- graph construction
- spectral analysis
- graph structure
- neuro fuzzy
- bipartite graph
- fault diagnosis
- neural network model
- feed forward
- multilayer perceptron
- temporal reasoning
- directed acyclic graph
- temporal data
- hyperspectral
- graph theoretic
- space time
- random walk
- knn
- temporal dimension
- spectral methods
- laplacian matrix
- genetic algorithm