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Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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1 – 10 of 484 publications

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Your filters: cql: affiliation exact TW cql: author exact 801000729981

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- Journal Article
- A1
- open access
A robust multi-objective Bayesian optimization framework considering input uncertainty

Jixiang Qing (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2023) JOURNAL OF GLOBAL OPTIMIZATION.
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- Conference Paper
- C1
- open access
{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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- Journal Article
- A1
- open access
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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- Journal Article
- A1
- open access
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.
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- Journal Article
- A1
- open access
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio (UGent) , Ivo Couckuyt (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS.
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- Conference Paper
- P1
- open access
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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- Conference Paper
- open access
Cost-Aware Active Learning for Feasible Region Identification

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

(2023) Proceedings of the Companion Conference on Genetic and Evolutionary Computation. p.2286-2288
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- Conference Paper
- C3
- open access
Data-efficient feasible region identification for engineering design

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

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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- Miscellaneous
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Edward De Brouwer, Thijs Becker, Lorin Werthen-Brabants (UGent) , Pieter Dewulf (UGent) , Dimitrios Iliadis (UGent) , Cathérine Dekeyser (UGent) , Guy Laureys (UGent) , Bart Van Wijmeersch, Veronica Popescu, Tom Dhaene (UGent) , et al.

(2022) MedRXiv.
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- Journal Article
- A1
- open access
SPICE-compatible equivalent circuit models for accurate time-domain simulations of passive photonic integrated circuits

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

(2022) JOURNAL OF LIGHTWAVE TECHNOLOGY. 40(24). p.7856-7868

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