Researcher
Gilles Vandewiele
- Disciplines:Machine learning and decision making, Knowledge representation and reasoning, Data mining
Affiliations
- Department of Information technology (Department)
Member
From7 Jul 2016 → Today
Projects
1 - 1 of 1
- A comprehensible and performant Decision Support System for
longitudinal big dataFrom1 Jan 2017 → 31 Dec 2020Funding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 24
- Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring(2023)
Authors: Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Michael Rademaker, Gilles Vandewiele, Sofie Van Hoecke
- 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(2022)
Authors: Isabelle Dehaene, Johan Steen, Gilles Vandewiele, Kristien Roelens, Johan Decruyenaere
Pages: 571 - 575 - INK : knowledge graph embeddings for node classification(2022)
Authors: Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae
Pages: 620 - 667 - Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs(2021)Volume: 1479
Authors: Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae, G. Kotsis, A. M. Tjoa, et al.
Pages: 70 - 80 - GENDIS : genetic discovery of shapelets(2021)
Authors: Gilles Vandewiele, Femke Ongenae, Filip De Turck
- Commentary: Automated detection of preterm condition using uterine electromyography based topological features(2021)
Authors: Gilles Vandewiele, Femke Ongenae
Pages: 944 - 945 - Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling(2021)
Authors: Gilles Vandewiele, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke, Thomas Demeester
- Training progression in recreational cyclists : no linear dose-response relationship with training load(2021)
Authors: Gilles Vandewiele, Kevin Caen, Maarten Lievens, Jan Boone
Pages: 3500 - 3505 - Clinical information extraction for preterm birth risk prediction(2020)
Authors: Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, et al.
- Facilitating the analysis of COVID-19 literature through a knowledge graph(2020)Volume: 12507
Authors: Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae
Pages: 344 - 357