Ghent University Academic Bibliography

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Interpretable machine learning models for COPD ease of breathing estimation

Thomas Kok (UGent) , John Morales, Dirk Deschrijver (UGent) , Dolores Blanco-Almazan, Willemijn Groenendaal, David Ruttens, Christophe Smeets, Vojkan Mihajlovic, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 63(5). p.1481-1495
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- Conference Paper
- P1
- open access
Another brick in the wall : leveraging feature extraction and ensemble learning for building data classification

Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) COMPANION PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW COMPANION 2025. p.3030-3034
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- Journal Article
- A1
- open access
Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks

Jonas Van Gompel, Domenico Spina (UGent) and Chris Develder (UGent)

(2023) ENERGY. 266.
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- Journal Article
- A1
- open access
Data-driven operator functional state classification in smart manufacturing

Fatemeh Besharati Moghaddam (UGent) , dr.ir. Angel J. Lopez (UGent) , Casper Van Gheluwe (UGent) , Stijn De Vuyst (UGent) and Sidharta Gautama (UGent)

(2023) APPLIED INTELLIGENCE. 53. p.29140-29152
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- Journal Article
- A1
- open access
Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

Jonas Van Gompel, Domenico Spina (UGent) and Chris Develder (UGent)

(2022) APPLIED ENERGY. 305.
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- Journal Article
- A1
- open access
GENDIS : genetic discovery of shapelets

Gilles Vandewiele (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2021) SENSORS. 21(4).
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Analyzing Granger causality in climate data with time series classification methods

Christina Papagiannopoulou (UGent) , Stijn Decubber (UGent) , Diego Miralles (UGent) , Matthias Demuzere (UGent) , Niko Verhoest (UGent) and Willem Waegeman (UGent)

(2017) Lecture Notes in Artificial Intelligence. 10536. p.15-26
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On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems

Mabel González, Christoph Bergmeir, Isaac Triguero (UGent) , Yanet Rodríguez and José M Benítez

(2016) INFORMATION SCIENCES. 328. p.42-59

Academic Bibliography

Interpretable machine learning models for COPD ease of breathing estimation

Another brick in the wall : leveraging feature extraction and ensemble learning for building data classification

Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks

Data-driven operator functional state classification in smart manufacturing

Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

GENDIS : genetic discovery of shapelets

Analyzing Granger causality in climate data with time series classification methods

On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems

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