Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks.
Szymon WojciechowskiRóza GoscienPawel KsieniewiczKrzysztof WalkowiakPublished in: IEEE Access (2022)
Keyphrases
- regression model
- optical networks
- link failure
- prediction model
- model selection
- regression analysis
- gaussian process
- linear regression model
- regression methods
- dynamic reconfiguration
- support vector regression
- linear model
- explanatory variables
- multivariate regression
- routing and wavelength assignment
- generalized linear models
- interval valued data
- wavelength division multiplexing
- locally weighted
- kernel regression
- regression method
- decision trees
- multiple linear regression
- response variable
- software development
- service differentiation
- support vector
- machine learning