KHAN, Lareb Zar

KHAN, Lareb Zar  

Istituto di Telecomunicazioni, Informatica e Fotonica  

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Titolo Data di pubblicazione Autore(i) File
Data Augmentation to Improve Machine Learning for Optical Network Failure Management 1-gen-2022 Khan, Lareb Zar; Pedro, João; Costa, Nelson; Napoli, Antonio; Sambo, Nicola
Data Augmentation to Improve Performance of Neural Networks for Failure Management in Optical Networks 1-gen-2023 Khan, Lareb Zar; Pedro, João; Costa, Nelson; DE MARINIS, Lorenzo; Napoli, Antonio; Sambo, Nicola
Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier 1-gen-2023 Khan, Lareb Zar; Freire, Pedro J.; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola
Dealing with High Cardinality of Network Management System Data for Machine-Learning-Based Alarm Classification 1-gen-2023 Khan, L. Z.; Triki, A.; Laye, M.; Sambo, N.
Model-Centric versus Data-Centric Machine Learning for Soft-Failure Cause Identification in Optical Networks 1-gen-2023 Khan, Lareb Zar; Pedro, Joao; Costa, Nelson; Napoli, Antonio; Sambo, Nicola
New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection 1-gen-2022 Secondini, M.; Civelli, S.; Forestieri, E.; Khan, L. Z.
Optical Network Alarms Classification using Unsupervised Machine Learning 1-gen-2022 Khan, Lareb Zar; Triki, Ahmed; Laye, Maxime; Sambo, Nicola