Dual-channel spatio-temporal wavelet transform graph neural network for traffic forecasting.
Baowen XuXuelei WangChengbao LiuZhenjie LiuLiwen KangPublished in: IJCNN (2023)
Keyphrases
- wavelet transform
- spatio temporal
- dual channel
- neural network
- image coding
- multiresolution
- image compression
- prediction model
- artificial neural networks
- movement patterns
- image sequences
- graph structure
- multiscale
- spatio temporal data
- short term load forecasting
- low frequency
- back propagation
- directed graph
- graph theory
- wavelet coefficients
- subband
- traffic volume
- translation invariant
- bipartite graph
- network traffic
- wavelet domain
- spatial and temporal
- short term
- high frequency
- graph representation
- wavelet analysis
- genetic algorithm
- human actions
- feature extraction
- moving objects
- random walk
- space time
- neural network model
- graph mining
- weighted graph
- lifting scheme
- feature vectors
- structured data
- road network