A Hybrid Model for Short-Term Traffic Flow Prediction Based on Variational Mode Decomposition, Wavelet Threshold Denoising, and Long Short-Term Memory Neural Network.
Yang YuQiang ShangTian XiePublished in: Complex. (2021)
Keyphrases
- denoising
- traffic flow
- short term
- hybrid model
- arima model
- short term prediction
- wavelet packet
- neural network
- long term
- artificial neural networks
- chaotic time series
- recurrent neural networks
- back propagation neural network
- image denoising
- load forecasting
- road traffic
- motion prediction
- traffic flows
- cellular automata
- prediction model
- image processing
- hybrid models
- total variation
- intelligent transport systems
- short term and long term
- support vector regression
- back propagation
- hard thresholding
- travel time
- traffic light
- long term memory
- support vector machine svm
- wind speed
- wavelet transform
- lane change
- wavelet neural network
- neural network model
- forecasting model
- computer vision
- learning algorithm
- subband
- radial basis function