Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Ivo Couckuyt

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Ivo.Couckuyt@UGent.be
ORCID iD: 0000-0002-9524-4205

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- Conference Paper
- C1
- open access
{PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization

Jixiang Qing (UGent) , Henry B. Moss, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2023) Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. In Proceedings of Machine Learning Research 206. p.2565-2588
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- Journal Article
- A1
- open access
Open-set patient activity recognition with radar sensors and deep learning

Geethika Bhavanasi (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2023) IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 20.
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- Journal Article
- A1
- open access
A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials

Janez Perko, Eric Laloy, Rafael Zarzuela, Ivo Couckuyt (UGent) , Ramiro Garcia Navarro and Maria J. Mosquera

(2023) CEMENT & CONCRETE COMPOSITES. 136.
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- Journal Article
- A1
- open access
Bayesian optimization for microwave devices using deep GP spectral surrogate models

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Dirk Deschrijver (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2023) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES.
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- Journal Article
- A1
- open access
A robust multi-objective Bayesian optimization framework considering input uncertainty

Jixiang Qing (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2023) JOURNAL OF GLOBAL OPTIMIZATION.
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- Journal Article
- A1
- open access
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio (UGent) , Ivo Couckuyt (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS.
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- Conference Paper
- P1
- open access
Tailoring radar-based patient monitoring models to real-life needs using utility maximization

Louis Vincent-De Sloover, Lorin Werthen-Brabants (UGent) , Geethika Bhavanasi (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2022) 2022 19TH EUROPEAN RADAR CONFERENCE (EURAD). In European Radar Conference EuRAD p.81-84
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SAMURAI : a new asynchronous Bayesian optimization technique for optimization-under-uncertainty

Jolan Wauters (UGent) , Joris Degroote (UGent) , Ivo Couckuyt (UGent) and Guillaume Crevecoeur (UGent)

(2022) AIAA JOURNAL. 60(11). p.6133-6156
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- Conference Paper
- C3
- open access
Multi-objective optimization : which solution do you prefer?

Arash Heidari (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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- Conference Paper
- C3
- open access
Data-efficient feasible region identification for engineering design

Ioana Nikova (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

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