Archivio Istituzionale della RicercaDIPTO, IMRAN CHOWDHURY
DIPTO, IMRAN CHOWDHURY
Dipartimento di Elettronica e Telecomunicazioni
112403
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin
2025 Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Dipto, Imran Chowdhury; Ambrosone, Renato; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Mohamed, Mashboob Cheruvakkadu; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio
SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning / Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno 2025 IEEE Photonics Society Summer Topicals tenutosi a Berlin (Ger) nel 21-23 Luglio 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Summer_topicals.pdf |
| Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin / Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Dipto, Imran Chowdhury; Ambrosone, Renato; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio. - (2025), pp. 1-6. (Intervento presentato al convegno International Conference on Optical Network Design and Modeling (ONDM) tenutosi a Pisa (Ita) nel 06-09 May 2025) [10.23919/ondm65745.2025.11029222]. | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduMasood, Muhammad UmarDipto, Imran ChowdhuryAmbrosone, RenatoMalik, GulminaStraullu, StefanoCurri, Vittorio + | Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf; Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf |
| Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring / Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Mohamed, Mashboob Cheruvakkadu; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio. - In: AI. - ISSN 2673-2688. - 6:7(2025). [10.3390/ai6070131] | 1-gen-2025 | Malik, GulminaDipto, Imran ChowdhuryMasood, Muhammad UmarMohamed, Mashboob CheruvakkaduStraullu, StefanoCurri, Vittorio + | ai-06-00131.pdf |
| SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration / Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio. - (2025). (Intervento presentato al convegno Optical Network Design and Modelling (ONDM) tenutosi a Pisa (Ita) nel 6-9 May 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Gulmina_ONDM_2025.pdf |