TDG4MSF: A temporal decomposition enhanced graph neural network for multivariate time series forecasting.
Hao MiaoYilin ZhangZefei NingZhuolun JiangLi WangPublished in: Appl. Intell. (2023)
Keyphrases
- neural network
- artificial neural networks
- temporal reasoning
- graph representation
- graph theory
- temporal constraints
- tree decomposition
- spatial and temporal
- structured data
- back propagation
- directed graph
- temporal information
- neural network model
- spatio temporal
- graph structure
- pattern recognition
- temporal data
- structural learning
- graph matching
- graph databases
- weighted graph
- regression model
- multivariate data
- graph model
- temporal evolution
- bp neural network
- connected components
- multivariate time series
- temporal relations
- graph partitioning
- genetic algorithm
- temporal dimension
- decomposition method
- graph theoretic
- network architecture
- graph mining
- temporal patterns
- directed acyclic graph
- recurrent neural networks