Lareb Zar Khan | Scuola Superiore Sant'Anna

Pubblicazioni

Khan, Lareb Zar; Pedro, Joao; Ayoub, Omran; Costa, Nelson; Sgambelluri, Andrea; DE MARINIS, Lorenzo; Napoli, Antonio; Sambo, Nicola

Optimizing Deep Learning-based Failure Management in Optical Networks by Monitoring Relative Neural Activity Open new browser tab

(2024)
Khan, Lareb Zar; Pedro, João; Costa, Nelson; Sgambelluri, Andrea; Napoli, Antonio; Sambo, Nicola

Model and Data-centric Machine Learning Algorithms to Address Data Scarcity for Failure Identification Open new browser tab

(2024)
Khan, Lareb Zar; Pedro, João; Costa, Nelson; DE MARINIS, Lorenzo; Napoli, Antonio; Sambo, Nicola

Data Augmentation to Improve Performance of Neural Networks for Failure Management in Optical Networks Open new browser tab

(2023)
Khan, Lareb Zar; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola

Model-Centric versus Data-Centric Machine Learning for Soft-Failure Cause Identification in Optical Networks Open new browser tab

(2023)
Khan, Lareb Zar; Freire, Pedro J.; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola

Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier Open new browser tab

(2023)
Khan, L. Z.; Triki, A.; Laye, M.; Sambo, N.

Dealing with High Cardinality of Network Management System Data for Machine-Learning-Based Alarm Classification Open new browser tab

(2023)
Khan, Lareb Zar; Pedro, João; Costa, Nelson; Napoli, Antonio; Sambo, Nicola

Data Augmentation to Improve Machine Learning for Optical Network Failure Management Open new browser tab

(2022)
Secondini, M.; Civelli, S.; Forestieri, E.; Khan, L. Z.

New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection Open new browser tab

(2022)
Khan, Lareb Zar; Triki, Ahmed; Laye, Maxime; Sambo, Nicola

Optical Network Alarms Classification using Unsupervised Machine Learning Open new browser tab

(2022)