All Stories

  1. SEA4DQ 2024 Workshop Summary

    Article • ACM SIGSOFT Software Engineering Notes, October 2024, ACM (Association for Computing Machinery)

    Sagar Sen, Senior Research Scientist Phu Hong Nguyen

  2. Engineering Carbon Emission-aware Machine Learning Pipelines

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

    Erik Johannes Husom, Arda Goknil, Sagar Sen

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. Industry–Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns

    Article • ACM Transactions on Software Engineering and Methodology, July 2022, ACM (Association for Computing Machinery)

    Sagar Sen

  9. 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

  10. Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report

    Article • ACM SIGSOFT Software Engineering Notes, January 2022, ACM (Association for Computing Machinery)

    Senior Research Scientist Phu Hong Nguyen, Sagar Sen