A SVM approach for lightpath QoT estimation in optical transport networks.
Javier MataIgnacio de MiguelRamón J. DuránJuan Carlos AguadoNoemí MerayoLidia Ruiz-PerezPatricia FernándezRubén M. LorenzoEvaristo J. AbrilPublished in: IEEE BigData (2017)
Keyphrases
- transport network
- support vector
- support vector machine svm
- optical networks
- knn
- feature selection
- training data
- feature space
- feature vectors
- support vector machine
- high bandwidth
- kernel function
- packet switching
- estimation algorithm
- classification algorithm
- parameter estimation
- social networks
- logistic regression
- travel time
- multi class classification
- selection criterion
- estimation process
- k nearest neighbor
- multi class svm
- machine learning