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: https://orcid.org/0000-0003-2899-4636

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Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks

Tom Van Steenkiste (UGent) , Joeri Ruyssinck (UGent) , Leen De Baets (UGent) , Johan Decruyenaere (UGent) , Filip De Turck (UGent) , Femke Ongenae (UGent) and Tom Dhaene (UGent)

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE.
Mark
Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

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

(2019) INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 104. p.645-653
Mark
- bookChapter
- open access
Data-Efficient Sensitivity Analysis with Surrogate Modeling

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

(2018) Uncertainty Modeling for Engineering Applications.
Mark
- conference
- C1
- open access
Autoencoding density-based anomaly detection for signal integrity applications

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

(2018) 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS).
Mark
- conference
- C1
- open access
From parameter extraction, variability models to yield prediction

Yufei Xing (UGent) , Jiaxing Dong, Umar Khan (UGent) , Yinghao Ye (UGent) , Domenica Spina, Tom Dhaene (UGent) and Wim Bogaerts (UGent)

(2018) Latin America Optics and Photonics . p.1-3
Mark
- conference
- C1
- open access
Fast and accurate time-domain simulation of passive photonic systems

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

(2018) 2018 International Conference on Electromagnetics in Advanced Applications (ICEAA). p.306-309
Mark
- conference
- C1
- open access
Automated assessment of bone age using deep learning and Gaussian process regression

Tom Van Steenkiste (UGent) , Joeri Ruyssinck (UGent) , Olivier Janssens (UGent) , Baptist Vandersmissen (UGent) , Florian Vandecasteele (UGent) , Pieter Devolder (UGent) , Eric Achten (UGent) , Sofie Van Hoecke (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2018) IEEE Engineering in Medicine and Biology Society Conference Proceedings. p.674-677
Mark
- conference
- C1
- open access
Systematic comparison of respiratory signals for the automated detection of sleep apnea

Tom Van Steenkiste (UGent) , W. Groenendaal, Joeri Ruyssinck (UGent) , P. Dreesen, S. Klerkx, C. Smeets, R. de Francisco, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2018) p.449-452
Mark
- conference
- C1
- open access
Structured inference networks using high-dimensional sensors for surveillance purposes

Vincent Polfliet, Nicolas Knudde (UGent) , Baptist Vandersmissen (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2018) Engineering Applications of Neural Networks. In Communications in Computer and Information Science 893. p.1-12
Mark
- journalArticle
- A1
- 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

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