Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Jeroen Van Der Donckt

Faculty of Engineering and Architecture > Department of Electronics and information systems

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Data analytics for health and connected care : ontology, knowledge graph and applications

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Jeroen Van Der Donckt (UGent) , Jelle Nelis (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Koen Casier (UGent) , Jan Van Ooteghem (UGent) , Pieter Crombez, et al.

(2023) Pervasive Computing Technologies for Healthcare, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360
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- Journal Article
- A1
- open access
Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring

Jeroen Van Der Donckt (UGent) , Jonas Van Der Donckt (UGent) , Emiel Deprost (UGent) , Nicolas Vandenbussche (UGent) , Michael Rademaker, Gilles Vandewiele (UGent) and Sofie Van Hoecke (UGent)

(2023) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 81.
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- Conference Paper
- P1
- open access
Powershap : a power-full shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87
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Plotly-resampler : effective visual analytics for large time series

Jonas Van Der Donckt (UGent) , Jeroen Van Der Donckt (UGent) , Emiel Deprost (UGent) and Sofie Van Hoecke (UGent)

(2022) 2022 IEEE VISUALIZATION CONFERENCE - SHORT PAPERS (VIS). In IEEE Visualization Conference p.21-25
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- Conference Paper
- C3
- open access
PowerShap : a power-full Shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
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- Journal Article
- A1
- open access
Deep learning for effective and efficient reduction of large adaptation spaces in self-adaptive systems

Danny Weyns, Omid Gheibi, Federico Quin and Jeroen Van Der Donckt (UGent)

(2022) ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS. 17(1-2).
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- Journal Article
- A1
- open access
tsflex : flexible time series processing & feature extraction

Jonas Van Der Donckt (UGent) , Jeroen Van Der Donckt (UGent) , Emiel Deprost (UGent) and Sofie Van Hoecke (UGent)

(2022) SOFTWAREX. 17.