📊 Publications Over Time

📈 Citation Growth Timeline

Cumulative citations over time showing impact trajectory. ℹ️ Historical data from OpenAlex starts in 2012; earlier citations are included as a baseline.

🏆 Top Cited Papers

1. 1
   Self-Adaptation for Machine Learning Based Systems

   2021 • SAML21
   26 citations
2. 2
   Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs

   2020 • 2020:ICDS:Lynceus
   22 citations
3. 3
   TrimTuner: Efficient Optimization of MachineLearning Jobs in the Cloud via Sub-Sampling

   2020 • 2020:MASCOTS
   18 citations
4. 4
   Self-Adapting Machine Learning-based Systems via a Probabilistic Model Checking Framework

   2024 • Casimira:TAAS:2024
   13 citations
5. 5
   Self-Adaptive Machine Learning-based Systems

   2024 • Casimiro:PhD:2024
   13 citations
6. 6
   Towards a Framework for Adapting Machine Learning Components

   2022 • Casimiro:ACSOS:2022
   11 citations
7. 7
   HyperJump: Accelerating HyperBand via Risk Modelling

   2023 • AAAI23::HyperJump
   11 citations
8. 8
   A Probabilistic Model Checking Approach to Self-Adapting Machine Learning Systems

   2021 • ASDYE2021
   4 citations
9. 9
   Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine Learning-Enabled Systems

   2026 • Casimiro_seams_2026
   0 citations
10. 10
    Flexico: Machine Translation Sustainability via Self-Adaptation

    2026 • 2026:Casmiro:Flexico:TAAS
    0 citations

🔬 Research Areas

🤝 Top Collaborators

Most frequent co-authors ranked by number of joint publications.

Showing top 14 of 14 co-authors