All Stories

  1. Padé Approximant Neural Networks as Feature Extractors for Unsupervised Domain Adaptation in Bearing Fault Diagnosis

    Article • Machines, July 2026, MDPI AG

    Sertac Kilickaya

  2. Padé Approximant Neural Networks for Enhanced Electric Motor Fault Diagnosis Using Vibration and Acoustic Data

    Article • Journal of Vibration Engineering & Technologies, October 2025, Springer Science + Business Media

    Sertac Kilickaya

  3. Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya

  4. Thermal Image-Based Fault Diagnosis in Induction Machines via Self-Organized Operational Neural Networks

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya

  5. Correction: Bearing fault detection in adjustable speed drives via self-organized operational neural networks

    Article • Archiv für Elektrotechnik, December 2024, Springer Science + Business Media

    Sertac Kilickaya

  6. Bearing fault detection in adjustable speed drives via self-organized operational neural networks

    Article • Archiv für Elektrotechnik, October 2024, Springer Science + Business Media

    Sertac Kilickaya

  7. Smartphone-based Bearing Fault Diagnosis in Rotating Machinery using Audio Data and 1D Convolutional Neural Networks

    Article • June 2024, ACM (Association for Computing Machinery)

    Sertac Kilickaya, Levent Eren

  8. Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya

  9. Improved Domain Adaptation Approach for Bearing Fault Diagnosis

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya

  10. Comparison of Different Machine Learning Techniques for the Cuffless Estimation of Blood Pressure using PPG Signals

    Article • June 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya

  11. Pulse Transit Time Based Blood Pressure Estimation in LabVIEW Environment using Non-Contact ECG Electrodes and Pulse Sensor

    Article • November 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Sertac Kilickaya