Assistant Professor TeCIP Institute Nicola Sambo nicola.sambo@santannapisa.it 050 882118 Area CNR Publications Contributo in Atti Convegno (Proceeding) (104) Contributo su Rivista (73) 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) Nadimi Goki, P.; Civelli, S.; Parente, E.; Caldelli, R.; Teferi Mulugeta, T.; Sambo, N.; Secondini, M.; Poti, L. Optical identification using physical unclonable functions Open new browser tab (2023) Sambo, N.; Zar Khan, L.; Pedro, J.; Costa, N.; De Marinis, L.; Napoli, A. The potential of data augmentation 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; 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; 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) Sambo, Nicola; Correia, Bruno; Napoli, Antonio; Pedro, Joao; Kiani, Leily; Castoldi, Piero; VITTORIO CURRI, And Network upgrade exploiting multi band: S or E-band? Open new browser tab (2022) Andriolli, Nicola; Giorgetti, Alessio; Castoldi, Piero; Cecchetti, Gabriele; Cerutti, Isabella; Sambo, Nicola; Sgambelluri, Andrea; Valcarenghi, Luca; Cugini, Filippo; Martini, Barbara; Paolucci, Francesco Optical networks management and control: A review and recent challenges Open new browser tab (2022) BEN TERKI, Abdennour; Pedro, Joao; Eira, Antonio; Napoli, Antonio; Sambo, Nicola Routing and Spectrum Assignment Assisted by Reinforcement Learning in Multi-band Optical Networks Open new browser tab (2022) 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) Load More
