• Blind ECG Restoration by Operational Cycle-GANs 

      Kiranyaz, Serkan; Devecioglu, Ozer Can; Ince, Turker; Malik, Junaid; Chowdhury, Muhammad; ... more authors ( IEEE Computer Society , 2022 , Article)
      Objective: ECG recordings often suffer from a set of artifacts with varying types, severities, and durations, and this makes an accurate diagnosis by machines or medical doctors difficult and unreliable. Numerous studies ...
    • Improved Domain Adaptation Approach for Bearing Fault Diagnosis 

      Ince, Turker; Kilickaya, Sertac; Eren, Levent; Devecioglu, Ozer Can; Kiranyaz, Serkan; ... more authors ( IEEE Computer Society , 2022 , Conference Paper)
      Application of domain adaptation techniques to predictive maintenance of modern electric rotating machinery (RM) has significant potential with the goal of transferring or adaptation of a fault diagnosis model developed ...