Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting.
Defu CaoYujing WangJuanyong DuanCe ZhangXia ZhuCongrui HuangYunhai TongBixiong XuJing BaiJie TongQi ZhangPublished in: NeurIPS (2020)
Keyphrases
- neural network
- artificial neural networks
- spatio temporal
- multivariate time series
- neural nets
- normalized cut
- graph theory
- multivariate data
- random walk
- spectral methods
- spectral decomposition
- graph model
- graph structure
- graph theoretic
- directed graph
- neural network model
- directed acyclic graph
- pattern recognition
- spectral analysis
- temporal constraints
- temporal data
- neural network is trained
- temporal information
- genetic algorithm
- structured data
- spatial and temporal
- hyperspectral
- temporal databases
- graph partitioning
- graph representation
- fuzzy logic
- laplacian matrix
- multilayer perceptron
- graph laplacian
- regression model
- graphical models
- adjacency matrix
- infrared
- temporal patterns
- bp neural network
- weighted graph
- multispectral images
- network architecture