Wavelet Augmented Regression Profiling (WARP): improved long-term estimation of travel time series with recurrent congestion.
Alvaro Cabrejas EgeaColm ConnaughtonPublished in: CoRR (2020)
Keyphrases
- long term
- short term
- regression model
- multiscale
- nonparametric regression
- multi variate
- stock market
- moving window
- robust regression
- model selection
- semi parametric
- estimation problems
- denoising
- wavelet transform
- quasi periodic
- dynamic time warping
- ip networks
- feature extraction
- ordinary least squares
- regression problems
- linear regression
- feed forward
- regression algorithm
- traffic congestion
- ridge regression
- estimation accuracy
- regression analysis
- parameter estimation