Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks - Musumeci, Francesco; Magni, Luca; Ayoub, Omran; Rubino, Roberto; Capacchione, Massimiliano; Rigamonti, Gabriele; Milano, Michele; Passera, Claudio; Tornatore, Massimo (IEEE eTransactions on network and service management, 2021)
Keywords: Algorithms; Artificial neural networks; Automation; Availability; Communication networks; data augmentation; Domains; Failure; failure identification; Identification; Inspection; Labeling; Labelling; Machine learning; Management systems; Manuals; Microwave amplifiers; Microwave antennas; Microwave communication; Microwave networks; Microwave theory and techniques; Neural networks; Parameter identification; Receiving antennas; Reconfiguration; root-cause analysis; Semi-supervised learning; Subject specialists; Support vector machines; Troubleshooting