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 15, iGent
9052 Zwijnaarde
Email: Tom.Dhaene@UGent.be

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- journalArticle
- open access
Sequential sensitivity analysis of expensive black-box simulators with metamodelling

Tom Van Steenkiste (UGent) , Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2018) APPLIED MATHEMATICAL MODELLING. 61. p.668-681
Mark
- conference
- open access
Data-efficient bayesian optimization with constraints for power amplifier design

Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) , Domenico Spina (UGent) , K. Lukasik, P. Barmuta, D. Schreurs and Tom Dhaene (UGent)

(2018) p.1-3
Mark
- conference
- open access
Parameterized macromodeling of stochastic linear systems for frequency- and time-domain variability analysis

Yinghao Ye (UGent) , Domenico Spina (UGent) , G. Antonini and Tom Dhaene (UGent)

(2018) p.1-4
Mark
- journalArticle
- open access
Indoor Person Identification Using a Low-Power FMCW Radar

Baptist Vandersmissen (UGent) , Nicolas Knudde (UGent) , Azarakhsh Jalalvand (UGent) , Ivo Couckuyt (UGent) , Andre Bourdoux, Wesley De Neve (UGent) and Tom Dhaene (UGent)

(2018) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 56(7). p.3941-3952
Mark
- conference
- C3
- open access
Learning Multivariate Shapelets with Multi-Layer Neural Networks

Roberto Medico (UGent) , Joeri Ruyssinck (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2018) ACDL - Advanced Course on Data Science & Machine Learning.
Mark
- conference
- C1
- open access
VI-based appliance classification using aggregated power consumption data

Leen De Baets (UGent) , Tom Dhaene (UGent) , Dirk Deschrijver (UGent) , Mario Berges and Chris Develder (UGent)

(2018) Proc. 4th IEEE Int. Conf. Smart Computing (Smartcomp 2018). p.1-8
Mark
- journalArticle
- A1
- open access
Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits

Arun Kaintura (UGent) , Tom Dhaene (UGent) and Domenico Spina (UGent)

(2018) ELECTRONICS. 7(3).
Mark
- journalArticle
- A1
- open access
Numerical modeling of a linear photonic system for accurate and efficient time-domain simulations

Yinghao Ye (UGent) , Domenico Spina (UGent) , Yufei Xing (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2018) PHOTONICS RESEARCH. 6(6). p.560-573
Mark
- journalArticle
- A1
Machine learning based error detection in transient susceptibility tests

Roberto Medico (UGent) , Niels Lambrecht (UGent) , Hugo Pues, Dries Vande Ginste (UGent) , Dirk Deschrijver (UGent) , Tom Dhaene (UGent) and Domenico Spina (UGent)

(2018) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY .
Mark
- journalArticle
- A1
- open access
Appliance classification using VI trajectories and convolutional neural networks

Leen De Baets (UGent) , Joeri Ruyssinck (UGent) , Chris Develder (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2018) ENERGY AND BUILDINGS. 158. p.32-36

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