Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion.
Alvaro Cabrejas EgeaColm ConnaughtonPublished in: ITSC (2020)
Keyphrases
- long term
- short term
- regression model
- nonparametric regression
- ordinary least squares
- multi variate
- robust regression
- estimation problems
- multiscale
- multiresolution
- moving window
- linear regression
- dynamic time warping
- multiresolution analysis
- regression analysis
- autoregressive
- wavelet transform
- feed forward
- parameter estimation
- non stationary
- stock market
- feature selection
- image registration
- regression function
- wavelet coefficients
- regression algorithm
- support vector regression
- semi parametric
- multivariate time series
- estimation accuracy
- wavelet decomposition
- travel time
- wavelet domain
- neural network