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

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Tom.Dhaene@UGent.be
ORCID iD: 0000-0003-2899-4636

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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) p.1-12
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- A1
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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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Evaluation of generative modeling techniques for frequency responses

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

(2020) p.1-7
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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) p.1-11
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Compact representations of microstructure images using triplet networks

Michiel Larmuseau (UGent) , Michael Sluydts (UGent) , Koenraad Theuwissen, Lode Duprez, Tom Dhaene (UGent) and Stefaan Cottenier (UGent)

(2020) NPJ COMPUTATIONAL MATERIALS. 6(1).
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A Machine Learning-Based Epistemic Modeling Framework for EMC and SI Assessment

Duygu Kan (UGent) , Simon De Ridder (UGent) , Domenico Spina (UGent) , Tom Dhaene (UGent) , Hendrik Rogier (UGent) , Dries Vande Ginste (UGent) and Flavia Grassi

(2020) 2020 IEEE 24th Workshop on Signal and Power Integrity (SPI). p.1-4
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Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning

Tom Van Steenkiste (UGent) , Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2020) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 24(9). p.2589-2598
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Data-efficient Gaussian process regression for accurate visible light positioning

Nicolas Knudde (UGent) , Willem Raes, Jorik De Bruycker, Tom Dhaene (UGent) and Nobby Stevens

(2020) IEEE COMMUNICATIONS LETTERS. 24(8). p.1705-1709
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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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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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