Ghent University Academic Bibliography

Journal Article
A1
open access

A calibration test for evaluating set-based epistemic uncertainty representations

Mira Kristin Jürgens (UGent) , Thomas Mortier (UGent) , Eyke Hüllermeier, Viktor Bengs and Willem Waegeman (UGent)

(2025) MACHINE LEARNING. 114(9).

Add to list

Conference Paper
P1
open access

Minimizing epistemic uncertainty for predictive control of general anesthesia

Clara Ionescu (UGent) , Robain De Keyser (UGent) , Dana Copot (UGent) , Erhan Yumuk (UGent) , Isabela Roxana Birs (UGent) , Erwin Hegedus, Cristina Muresan and Martine Neckebroek (UGent)

(2024) IFAC PAPERSONLINE. In IFAC PapersOnLine 58(24). p.490-495

Add to list

Journal Article
A1
open access

Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Eyke Huellermeier and Willem Waegeman (UGent)

(2021) MACHINE LEARNING. 110(3). p.457-506

Add to list

A machine learning-based epistemic modeling framework for EMC and SI assessment

Duygu De Witte, Simon De Ridder, 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), Proceedings. In IEEE Workshop on Signal and Power Integrity

Add to list

Quantifying and reducing epistemic uncertainty of passive acoustic telemetry data from longitudinal aquatic systems

Stijn Bruneel (UGent) , Pieterjan Verhelst (UGent) , Jan Reubens, Jan Baetens (UGent) , Johan Coeck, Tom Moens (UGent) and Peter Goethals (UGent)

(2020) ECOLOGICAL INFORMATICS. 59.

Add to list

Journal Article
A1
open access

Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment

Simon De Ridder, Domenico Spina (UGent) , Nicola Toscani, Flavia Grassi, Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2020) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 62(6). p.2538-2546

Add to list

Machine learning-based hybrid random-fuzzy modeling framework for antenna design

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

(2020) 2020 14th European Conference on Antennas and Propagation (EuCAP). In Proceedings of the European Conference on Antennas and Propagation

Add to list

A machine-learning-based epistemic modeling framework for textile antenna design

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

(2019) IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS. 18(11). p.2292-2296

Academic Bibliography

A calibration test for evaluating set-based epistemic uncertainty representations

Minimizing epistemic uncertainty for predictive control of general anesthesia

Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

A machine learning-based epistemic modeling framework for EMC and SI assessment

Quantifying and reducing epistemic uncertainty of passive acoustic telemetry data from longitudinal aquatic systems

Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment

Machine learning-based hybrid random-fuzzy modeling framework for antenna design

A machine-learning-based epistemic modeling framework for textile antenna design

Contents

Support

Contact