Few-Shot Lightweight SqueezeNet Architecture for Induction Motor Fault Diagnosis Using Limited Thermal Image Dataset. - Farhan Md. Siraj; Syed Tasnimul Karim Ayon; Md Abdus Samad; Jia Uddin; Kwonhue Choi (IEEE Access, 2024)

Few-Shot Learning-Based Machine Fault Diagnosis Using EMD-Gammatone Spectrogram with Limited Labeled Audio Dataset. - Mahe Zabin; Syed Tasnimul Karim Ayon; Farhan Md. Siraj; Mehedi Hasan Shuvo; Ho-Jin Choi; Jia Uddin (BigComp, 2025)