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  1. Understanding Practitioners' Perspectives on Monitoring Machine Learning Systems

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

    Hira Naveed

  2. Keeping an Eye on AI to Make Sure It's Fair and Respects Privacy

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

    Hira Naveed

  3. Model driven engineering for machine learning components: A systematic literature review

    Article • Information and Software Technology, May 2024, Elsevier

    Hira Naveed

  4. Runtime Monitoring of Human-Centric Requirements in Machine Learning Components: A Model-Driven Engineering Approach

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

    Hira Naveed