A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network.
Na ZhangXuefeng GuanJun CaoXinglei WangHuayi WuPublished in: CoRR (2019)
Keyphrases
- recurrent neural networks
- wavelet transform
- neural network
- chaotic time series
- complex valued
- feed forward
- recurrent networks
- echo state networks
- multiresolution
- image coding
- long short term memory
- real time
- image compression
- multiscale
- reservoir computing
- neural model
- feedforward neural networks
- network traffic
- hidden layer
- subband
- vehicle speed
- short term
- wavelet analysis
- traffic flow
- wavelet coefficients
- nonlinear dynamic systems
- neuro fuzzy
- artificial neural networks
- network architecture
- dna sequences
- expert systems
- feature extraction