Time-series Decomposition and Augmented Self-rescaling Graph Neural Network for Traffic Forecasting.
Yongpeng YangZhenzhen YangPublished in: WCSP (2023)
Keyphrases
- neural network
- chaotic time series
- mackey glass
- forecasting accuracy
- neural network model
- financial time series
- weather forecasting
- short term prediction
- short term load forecasting
- bp neural network
- prediction model
- short term
- function approximation
- exponential smoothing
- recurrent neural networks
- structured data
- neural network is trained
- quasi periodic
- traffic volume
- real time
- structural learning
- random walk
- tree decomposition
- phase space
- graph model
- radial basis function
- weighted graph
- box jenkins
- non stationary
- phase space reconstruction
- arma model
- stock market
- exchange rate
- artificial neural networks
- graph representation
- support vector regression
- load forecasting
- graph structure
- graph theory
- directed graph
- genetic algorithm
- self organizing maps
- multivariate time series
- neural nets
- fuzzy logic
- demand forecasting
- network traffic
- back propagation neural network
- forecasting model
- financial data
- dynamic time warping
- graph mining
- directed acyclic graph