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Content available in repository
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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Dive into the research topics where Automated Machine Learning is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
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Profiles
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Israel Campero Jurado, MSc
- Mathematics and Computer Science, Automated Machine Learning - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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Bilge Celik, MSc
- Mathematics and Computer Science, Data Mining - Former Doctoral Candidate
- Mathematics and Computer Science, Automated Machine Learning - Former Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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In-depth sensitivity analysis of heating demand and overheating in Dutch terraced houses using interpretable machine learning
Cvetkov-Iliev, A. (Corresponding author), Soulios, V., Xu, L., Abbas, G. M., Kyrou, E., Havinga, L. C., Hoes, P.-J., Loonen, R. C. G. M. & Vanschoren, J., 15 Jun 2025, In: Energy and Buildings. 337, 16 p., 115611.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Downloads (Pure) -
Advances and Challenges in Meta-Learning: A Technical Review
Vettoruzzo, A. (Corresponding author), Bouguelia, M. R., Vanschoren, J., Rognvaldsson, T. & Santosh, K. C., 1 Jul 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 7, p. 4763-4779 17 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile45 Citations (Scopus)147 Downloads (Pure) -
An Analysis of Evolutionary Migration Models for Multi-Objective, Multi-Fidelity AutoML
Campero Jurado, I. (Corresponding author) & Vanschoren, J., 29 Jan 2024, 2023 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2023. Institute of Electrical and Electronics Engineers, p. 2940-2945 6 p. 10394059Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile3 Downloads (Pure)
Activities
- 1 Conference
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Kennisevent - De Renovatieverkenner
Havinga, L. C. (Contributor), Cvetkov-Iliev, A. (Contributor), Abbas, G. M. (Contributor), Xu, L. (Contributor), Soulios, V. (Contributor), Hoes, P.-J. (Contributor), Loonen, R. C. G. M. (Contributor) & Desmedt, P. (Organiser)
5 Feb 2025Activity: Participating in or organising an event types › Conference › Professional
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Student theses
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A Similarity Based Meta-Learning Approach to Building Pipeline Portfolios for Automated Machine Learning
Wessels, W. M. (Author), Vanschoren, J. (Supervisor 1), 4 Sept 2023Student thesis: Master
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A systematic determination of metrics for Classification tasks in OpenML
Puertolas Molina, J. (Author), Vanschoren, J. (Supervisor 1), Jun 2022Student thesis: Bachelor
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Automatic Data Cleaning Tool for OpenML
Schuitemaker, S. M. (Author), Vanschoren, J. (Supervisor 1), 2024Student thesis: Bachelor
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