Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Tom Dhaene

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0003-2899-4636

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Comparator model for detecting changes in the ease of breathing of COPD patients

Thomas Kok (UGent) , W. Groenendaal, S. Blanco-Almazan, L. Lijnen, C. Smeets, D. Ruttens, J. Morales, Tom Dhaene (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) , et al.

(2023)
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Wideband parametric baseband macromodeling of linear and passive photonic circuits via complex vector fitting

Thijs Ullrick (UGent) , Domenico Spina (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2023) SCIENTIFIC REPORTS. 13(1).
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Modeling Electrically Long Interconnects Using Physics-Informed Delayed Gaussian Processes

Federico Garbuglia (UGent) , Torsten Reuschel, Christian Schuster, Dirk Deschrijver (UGent) , Tom Dhaene (UGent) and Domenico Spina (UGent)

(2023) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY.
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Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Nasrulloh Loka, Mohamed Ibrahim, Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS.
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Reliable assessment of uncertainty for appliance recognition in NILM using conformal prediction

Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2023) ELECTRONICS LETTERS. 59(18).
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Cost-aware active learning for feasible region identification

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

(2023) GECCO '23 Companion : proceedings of the Companion Conference on Genetic and Evolutionary Computation. p.2286-2288
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Modeling S-parameters of interconnects using periodic Gaussian process kernels

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Torsten Reuschel, Christian Schuster, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2023) 2023 IEEE 27th Workshop on Signal and Power Integrity (SPI). In IEEE Workshop on Signal and Power Integrity
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{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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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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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. 71(6). p.2311-2318

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