TY  - GEN 
AU  - Mata, Javier
AU  - Miguel Jiménez, Ignacio de
AU  - Durán Barroso, Ramón José
AU  - Aguado Manzano, Juan Carlos
AU  - Merayo Álvarez, Noemí
AU  - Ruiz Pérez, Lidia
AU  - Fernández Reguero, Patricia
AU  - Lorenzo Toledo, Rubén Mateo
AU  - Abril Domingo, Evaristo José
AU  - Tomkos, Ioannis
PY  - 2018
SN  - 978-1-5386-6605-0
UR  - http://uvadoc.uva.es/handle/10324/33520
AB  - We propose and compare a number of machine learning models to classify unestablished lightpaths into high or low quality of transmission (QoT) categories in impairment-aware wavelength-routed optical networks. The performance of these models is...
LA  - eng
PB  - Institute of Electrical and Electronics Engineers (IEEE)
KW  - Aprendizaje automático
KW  - Red óptica
KW  - Machine learning
KW  - Optical network
TI  - Supervised Machine Learning Techniques for Quality of Transmission Assessment in Optical Networks
DO  - https://doi.org/10.1109/ICTON.2018.8473819
ER  -