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Dive into the research topics where Joran Leest is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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From Tea Leaves to System Maps: A Survey and Framework on Context-aware Machine Learning Monitoring
Leest, J., Raibulet, C., Lago, P. & Gerostathopoulos, I., 12 Jun 2025.Research output: Working paper / Preprint › Preprint › Academic
Open AccessFile40 Downloads (Pure) -
From Tea Leaves to System Maps: A Survey and Framework on Context-Aware Machine Learning Monitoring
Leest, J., Raibulet, C., Lago, P. & Gerostathopoulos, I., 2025, In: IEEE Transactions on Software Engineering. 51, 12, p. 3218-3246 29 p.Research output: Contribution to Journal › Review article › Academic › peer-review
Open AccessFile -
Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations
Leest, J., Raibulet, C., Gerostathopoulos, I. & Lago, P., 2024, ICSE-NIER'24: Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results. IEEE Computer Society, p. 1-5 5 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection
Omar, R., Bogner, J., Leest, J., Stoico, V., Lago, P. & Muccini, H., 2024, 2024 10th International Conference on ICT for Sustainability (ICT4S): [Proceedings]. Institute of Electrical and Electronics Engineers Inc., p. 172-182 11 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile12 Downloads (Pure) -
Analysis of MAPE-K Loop in Self-adaptive Systems for Cloud, IoT and CPS
Oh, J., Raibulet, C. & Leest, J., 2023, Service-Oriented Computing – ICSOC 2022 Workshops: ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29 – December 2, 2022 Proceedings. Troya, J., Mirandola, R., Navarro, E., Delgado, A., Segura, S., Fernández, P., Ortiz, G., Pautasso, C., Zirpins, C. & Ruiz-Cortés, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 130-141 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13821 LNCS).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile291 Downloads (Pure)