Cognitive Tool for Estimating the QoT of New Lightpaths. - Sandra Aladin; Christine Tremblay (OFC, 2018)

Active Wavelength Load as a Feature for QoT Estimation Based on Support Vector Machine. - Alan A. Diaz-Montiel; Sandra Aladin; Christine Tremblay; Marco Ruffini (ICC, 2019)

Recurrent Neural Networks for Short-Term Forecast of Lightpath Performance. - Sandra Aladin; Stéphanie Allogba; Anh Vu Stephan Tran; Christine Tremblay (OFC, 2020)

Detecting Anomalies in the Optical Layer Using Unsupervised Machine Learning. - Sandra Aladin; Lena Wosinska; Christine Tremblay (OFC, 2024)