All Stories

  1. Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT

    Article • ACM Transactions on Internet Technology, November 2025, ACM (Association for Computing Machinery)

    Erik Johannes Husom, Simeon Tverdal, Sagar Sen, Senior Research Scientist Phu Hong Nguyen, Arda Goknil

  2. Adaptable Runtime Monitoring for Intermittent Systems

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

    EREN YILDIZ, Arda Goknil, Khakim Akhunov

  3. Engineering Carbon Emission-aware Machine Learning Pipelines

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

    Erik Johannes Husom, Arda Goknil, Sagar Sen

  4. REPTILE: a Tool for Replay-driven Continual Learning in IIoT

    Article • November 2023, ACM (Association for Computing Machinery)

    Sagar Sen, Arda Goknil, Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Erik Johannes Husom

  5. Edge-based Data Profiling and Repair as a Service for IoT

    Article • November 2023, ACM (Association for Computing Machinery)

    Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Sagar Sen, Arda Goknil, Erik Johannes Husom

  6. Automated Behavior Labeling for IIoT Data

    Article • November 2023, ACM (Association for Computing Machinery)

    Simeon Tverdal, Senior Research Scientist Phu Hong Nguyen, Arda Goknil, Sagar Sen, Erik Johannes Husom

  7. AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization

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

    Arda Goknil, Sagar Sen

  8. A Systematic Review of Data Quality in CPS and IoT for Industry 4.0

    Article • ACM Computing Surveys, April 2023, ACM (Association for Computing Machinery)

    Arda Goknil, Senior Research Scientist Phu Hong Nguyen, Sagar Sen, Abhilash Anand

  9. ETAP: Energy-aware Timing Analysis of Intermittent Programs

    Article • ACM Transactions on Embedded Computing Systems, January 2023, ACM (Association for Computing Machinery)

    EREN YILDIZ, Arda Goknil

  10. Discovering high-level abstractions from time-varying manufacturing sensor data

    Article • May 2022, ACM (Association for Computing Machinery)

    Arda Goknil, Erik Johannes Husom, Sagar Sen, Simeon Tverdal