Fehmida Usmani

13 papers Misc 1Journal 3Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Experimental Validation for Early Earthquake Detection Using Transfer Learning. OFC Hasan Awad, Fehmida Usmani, Stefano Straullu, Rudi Bratovich, Emanuele Virgillito, Francesco Aquilino, Roberto Proietti, Vittorio Curri
2025	—	`conf`	Experimental Validation on Using Optical Network-as-a-Sensor for Earthquake Early Warning. ONDM Hasan Awad, Rudi Bratovich, Stefano Straullu, Fehmida Usmani, Emanuele Virgillito, Francesco Aquilino, Roberto Proietti, Francesco Carpentieri, Marianna Hovsepyan, Stefano Gastaldello, Vittorio Curri
2024	—	`conf`	A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning. ICTON Hasan Awad, Fehmida Usmani, Emanuele Virgillito, Rudi Bratovich, Roberto Proietti, Stefano Straullu, Rosanna Pastorelli, Vittorio Curri
2024	—	`conf`	Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data. OFC Fehmida Usmani, Hasan Awad, Emanuele Virgillito, Rudi Bratovich, Stefano Straullu, Francesco Aquilino, Roberto Proietti, Rosanna Pastorelli, Vittorio Curri
2024	J	`jnl`	Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks. Sensors Hasan Awad, Fehmida Usmani, Emanuele Virgillito, Rudi Bratovich, Roberto Proietti, Stefano Straullu, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri
2024	J	`jnl`	Integrating Knowledge Distillation and Transfer Learning for Enhanced QoT-Estimation in Optical Networks. IEEE Access Fehmida Usmani, Ihtesham Khan, Mehran, Arsalan Ahmad, Vittorio Curri
2023	—	`conf`	Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks. ICTON Hafsa Tariq, Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri
2023	J	`jnl`	Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization. JOCN Giacomo Borraccini, Andrea D'Amico, Stefano Straullu, Fehmida Usmani, Arsalan Ahmad, Vittorio Curri
2023	—	`conf`	Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths. ICTON Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Vittorio Curri
2023	Misc	`conf`	Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators. PSC Rocco D'Ingillo, Andrea D'Amico, Fehmida Usmani, Giacomo Borraccini, Stefano Straullu, Rocco Siano, Michele Belmonte, Vittorio Curri
2023	—	`conf`	Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable. ONDM Fehmida Usmani, Andrea D'Amico, Rudi Bratovich, Martinez R. Fransisco, Stefano Straullu, Emanuele Virgillito, Francesco Aquilino, Rosanna Pastorelli, Vittorio Curri
2022	—	`conf`	LYNX: A GNPy-based web application for multi-vendor optical network planning. OFC Mohammad Saad Raza, Andrea D'Amico, Fehmida Usmani, Sami Mansoor Alavi, Muhammad Ali Taimoor, Vittorio Curri, Arsalan Ahmad
2022	—	`conf`	Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard. ONDM Fehmida Usmani, Ihtesham Khan, Muhammad Umar Masood, Arsalan Ahmad, Muhammad Shahzad, Vittorio Curri