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

Add to list
Trade-offs in Bayesian active learning for feasible region identification

Ioana Nikova (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) JOURNAL OF INTELLIGENT MANUFACTURING.
Add to list
- Journal Article
- A1
- open access
Knee detection in bayesian multi-objective optimization using thompson sampling

Arash Heidari (UGent) , Jixiang Qing (UGent) , Sebastian Rojas Gonzalez (UGent) , Juergen Branke, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. p.1-11
Add to list
- Conference Paper
- C1
- open access
Bayesian optimization of microwave filters : a physics-informed approach using the Szegö kernel

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2025) 2025 IEEE 29th Workshop on Signal and Power Integrity (SPI). p.1-4
Add to list
- Journal Article
- A2
- open access
Dataset of observables for small modular lead-cooled fast reactor MOX spent nuclear fuel

Victor Jose Casas Molina (UGent) , Pablo Romojaro, Gwennaelle Nourry, Gert van den Eynde, Luca Fiorito, Ivan Merino-Rodriguez, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) DATA IN BRIEF. 60.
Add to list
- Journal Article
- A2
- open access
The role of trustworthy and reliable AI for multiple sclerosis

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

(2025) FRONTIERS IN DIGITAL HEALTH. 7.
Add to list
- Journal Article
- A1
- open access
Deep learning-based event counting for apnea-hypopnea index estimation using recursive spiking neural networks

Lorin Werthen-Brabants (UGent) , Yolanda Castillo-Escario, Willemijn Groenendaal, Raimon Jane, Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2025) IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. 72(4). p.1306-1315
Add to list
Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models

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

(2025) JOURNAL OF COMPUTATIONAL SCIENCE. 85.
Add to list
- Journal Article
- A1
- open access
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty

Hua Wei (UGent) , Qi Zhou, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) JOURNAL OF ENGINEERING DESIGN.
Add to list
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, ECML PKDD 2023, PT III. In Communications in Computer and Information Science 2135. p.519-526
Add to list
- Conference Paper
- C1
- open access
Improving features for multiple sclerosis disability progression prediction through temporal alignment of hospital visits

Karel Fonteyn (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2024) 2024 International Conference on Machine Learning and Applications (ICMLA). p.1121-1124

1
2
3
4
…
51
52

Next →