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Danny Weyns

Online ML Self-adaptation in Face of Traps

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Sep 11, 2023
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From Self-Adaptation to Self-Evolution Leveraging the Operational Design Domain

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Mar 27, 2023
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Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems using Lifelong Self-Adaptation

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Nov 04, 2022
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The Vision of Self-Evolving Computing Systems

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Apr 14, 2022
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Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems

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Apr 13, 2022
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Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning

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Apr 04, 2022
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Lifelong Computing

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Aug 19, 2021
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Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning

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Mar 19, 2021
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On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems

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Mar 18, 2021
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Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review

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Mar 06, 2021
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