selected publications

• academic article

  • Survey on the Use of Machine Learning for Quality of Transmission Estimation in Optical Transport Networks.  Journal of Lightwave Technology.  40:5803-5815. 2022

• conference paper

  • Bayesian Optimization-Based Algorithm to Improve the Quality of Transmission Estimation.  OSA Advanced Photonics Congress 2021. NeF2B.3-NeF2B.3. 2021
  • An Overview on Machine Learning-Based Solutions to Improve Lightpath QoT Estimation.  . 1-4. 2020