Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. ir. Gilles Vandewiele

Faculty of Engineering and Architecture > Department of Information technology

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- Journal Article
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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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The web-based application 'QUiPP v.2' for the prediction of preterm birth in symptomatic women is not yet ready for worldwide clinical use : ten reflections on development, validation and use

Isabelle Dehaene (UGent) , Johan Steen (UGent) , Gilles Vandewiele (UGent) , Kristien Roelens (UGent) and Johan Decruyenaere (UGent)

(2022) ARCHIVES OF GYNECOLOGY AND OBSTETRICS. 306(2). p.571-575
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INK : knowledge graph embeddings for node classification

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Michael Weyns (UGent) , Terencio Agozzino, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) DATA MINING AND KNOWLEDGE DISCOVERY. 36(2). p.620-667
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- Miscellaneous
Commentary: Automated detection of preterm condition using uterine electromyography based topological features

Gilles Vandewiele (UGent) , Femke Ongenae (UGent) and Isabelle Dehaene (UGent)

(2021) BIOCYBERNETICS AND BIOMEDICAL ENGINEERING. 41(3). p.944-945
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- Conference Paper
- P1
- open access
Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Pieter Bonte (UGent) , Michael Weyns (UGent) , Heiko Paulheim, Petar Ristoski, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2021) DATABASE AND EXPERT SYSTEMS APPLICATIONS - DEXA 2021 WORKSHOPS. In Communications in Computer and Information Science 1479. p.70-80
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- Journal Article
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GENDIS : genetic discovery of shapelets

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

(2021) SENSORS. 21(4).
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- PhD Thesis
Explainable data mining for critical domains based on complex data structures

Gilles Vandewiele (UGent)

(2021)
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Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , György Kovács, Lucas Sterckx (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Johan Decruyenaere (UGent) , et al.

(2021) ARTIFICIAL INTELLIGENCE IN MEDICINE. 111.
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Training progression in recreational cyclists : no linear dose-response relationship with training load

Kobe Vermeire (UGent) , Gilles Vandewiele (UGent) , Kevin Caen (UGent) , Maarten Lievens (UGent) , Jan Bourgois (UGent) and Jan Boone (UGent)

(2021) JOURNAL OF STRENGTH AND CONDITIONING RESEARCH. 35(12). p.3500-3505
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- Journal Article
- A1
- open access
MINDWALC : mining interpretable, discriminative walks for classification of nodes in a knowledge graph

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

(2020) BMC MEDICAL INFORMATICS AND DECISION MAKING. 20(Suppl 4).

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