Federico Quin

Applying Machine Learning in Self-adaptive Systems

Omid Gheibi, Danny Weyns, Federico Quin · ACM Transactions on Autonomous and Adaptive Systems · 2020 · 130 citations · Full text

Artificial Intelligence, Adaptive Systems, Self-managing System +14

A/B testing: A systematic literature review

Federico Quin, Danny Weyns, Matthias Galster et al. · Journal of Systems and Software · 2024 · 55 citations · Full text

Efficient Analysis of Large Adaptation Spaces in Self-Adaptive Systems using Machine Learning

Federico Quin, Danny Weyns, Thomas Bamelis et al. · 2019 · 51 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Applying deep learning to reduce large adaptation spaces of self-adaptive systems with multiple types of goals

Jeroen Van Der Donckt, Danny Weyns, Federico Quin et al. · 2020 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +21

Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review

Omid Gheibi, Danny Weyns, Federico Quin · arXiv (Cornell University) · 2021 · 41 citations · Full text