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Joran Leest
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 5
Top Topics
Architectural Design
Inductive Logic Programming
Drift Detection
Machine Learning
Top Venues
CoRR
ICSOC Workshops
NIER@ICSE
ICSA-C
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Publications
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Joran Leest
,
Claudia Raibulet
,
Ilias Gerostathopoulos
,
Patricia Lago
Expert-Driven Monitoring of Operational ML Models.
CoRR
(2024)
Joran Leest
,
Claudia Raibulet
,
Ilias Gerostathopoulos
,
Patricia Lago
Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations.
NIER@ICSE
(2024)
Rafiullah Omar
,
Justus Bogner
,
Joran Leest
,
Vincenzo Stoico
,
Patricia Lago
,
Henry Muccini
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection.
CoRR
(2024)
Joran Leest
,
Ilias Gerostathopoulos
,
Claudia Raibulet
Evolvability of Machine Learning-based Systems: An Architectural Design Decision Framework.
ICSA-C
(2023)
Ji-Young Oh
,
Claudia Raibulet
,
Joran Leest
Analysis of MAPE-K Loop in Self-adaptive Systems for Cloud, IoT and CPS.
ICSOC Workshops
(2022)