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

ORCID iD: 0000-0002-9524-4205

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Data-efficient interactive multi-objective optimization using ParEGO

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) Machine learning and principles and practice of knowledge discovery in databases : international workshops of ECML PKDD 2023 : revised selected papers, part III. In Communications in computer and information science p.519-526
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- Conference Paper
- open access
Trieste: Efficiently exploring the depths of black-box functions with TensorFlow

V. Picheny, J. Berkely, H. Stojic, U. Granta, S.W. Ober, A. Artemev, K. Ghani, A. Goodall, A. Paleyes, S. Vakill, et al.

(2024) Workshop on Bayesian Decision-making and Uncertainty, 38th Conference on Neural Information Processing Systems (NeurIPS 2024).
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- Conference Paper
- open access
Optimized Data Transmission for Radar-Based Edge-Cloud Human Activity Recognition via Quantization

Victor Tuytte, Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21st European Radar Conference (EuRAD). p.145-148
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- Conference Paper
- open access
Optimizing Memory Footprint for Radar-Based Human Activity Recognition on Resource-Constrained Devices

Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21st European Radar Conference (EuRAD). p.141-144
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- Conference Paper
- C3
- open access
Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system

P. Van Gils, C. Onur, I. Jojic, Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Lorin Werthen-Brabants (UGent) and Ivo Couckuyt (UGent)

(2024) FrontUQ 2024, Workshop on Frontiers of Uncertainty Quantification 2024, Abstracts.
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Specification-oriented automatic design of topologically agnostic antenna structure

Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) COMPUTATIONAL SCIENCE, ICCS 2024, PT III. In Lecture Notes in Computer Science 14834. p.11-18
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Miniaturization-oriented design of spline-parameterized UWB antenna for in-door positioning applications

Adrian Bekasiewicz, Tom Dhaene (UGent) , Ivo Couckuyt (UGent) and Jacek Litka

(2024) COMPUTATIONAL SCIENCE, ICCS 2024, PT III. In Lecture Notes in Computer Science 14834. p.37-45
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- Conference Paper
- P1
- open access
Evaluation of machine learning models for received signal strength based visible light positioning with obstacles

Jorik De Bruycker, Michiel De Wilde, Federico Garbuglia (UGent) , Ioana Nikova (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Nobby Stevens

(2024) 2024 14TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS AND DIGITAL SIGNAL PROCESSING, CSNDSP 2024. In International Symposium on Communication Systems Networks and Digital Signal Processing 521. p.318-323
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Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning

Victor Jose Casas Molina (UGent) , Eric Laloy, Bart Rogiers, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT. 1067.
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- Conference Paper
- C1
- open access
Lower confidence bound for preference selection in interactive multi-objective optimization

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) GECCO '24 Companion : proceedings of the Genetic and Evolutionary Computation Conference Companion. p.339-342

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