Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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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- Journal Article
- open access
Adaptive sampling with automatic stopping for feasible region identification in engineering design

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2021) ENGINEERING WITH COMPUTERS. p.1-18
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- Conference Paper
- open access
Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Kohei Shintani

(2021) 2020 Winter Simulation Conference (WSC). p.2779-2790
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- Journal Article
- A1
- open access
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

Utku Özbulak (UGent) , Baptist Vandersmissen (UGent) , Azarakhsh Jalalvand (UGent) , Ivo Couckuyt (UGent) , Arnout Van Messem and Wesley De Neve (UGent)

(2021) COMPUTER VISION AND IMAGE UNDERSTANDING. 202.
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- Book Chapter
Multi-objective Bayesian optimization for engineering simulation

Joachim van der Herten (UGent) , Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2020) High-performance simulation-based optimization. In Studies in Computational Intelligence 833. p.47-68
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Hierarchical Gaussian process models for improved metamodeling

Nicolas Knudde (UGent) , Vincent Dutordoir, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2020) ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. 30(4).
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A set based design method using bayesian active learning

K. Shintani, T. Sugai, J. Ishizaki, Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2020) IDETC-CIE 2020, International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Volume 11B: 46th Design Automation Conference (DAC), Proceedings.
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- Journal Article
- A1
- open access
Fast characterization of input-output behavior of non-charge-based logic devices by machine learning

Arun Kaintura (UGent) , Kyle Powers Foss (UGent) , Odysseas Zografos, Ivo Couckuyt (UGent) , Adrien Vaysset, Tom Dhaene (UGent) and Bart Soree

(2020) ELECTRONICS. 9(9).
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- Conference Paper
- C1
- open access
A Bayesian optimisation procedure for estimating optimal trajectories in electromagnetic compliance testing

Rémi Delanghe (UGent) , Tom Van Steenkiste (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2020) ENGINEERING PROCEEDINGS. 3(1).
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- Journal Article
- A1
- open access
Indoor human activity recognition using high-dimensional sensors and deep neural networks

Baptist Vandersmissen (UGent) , Nicolas Knudde (UGent) , Azarakhsh Jalalvand (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Wesley De Neve (UGent)

(2020) NEURAL COMPUTING & APPLICATIONS. 32(16). p.12295-12309
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- Conference Paper
- P1
- open access
Bayesian active learning for electromagnetic structure design

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) , Domenico Spina (UGent) and Tom Dhaene (UGent)

(2020) 2020 14TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP 2020). In Proceedings of the European Conference on Antennas and Propagation

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