Onderzoeker
Gilles Vandewiele
- Disciplines:Machine learning en besluitvorming, Kennisrepresentatie en redenering, Datamining
Affiliaties
- Vakgroep Informatietechnologie (Departement)
Lid
Vanaf7 jul 2016 → Heden
Projecten
1 - 1 of 1
- Een interpreteerbaar en performant beslissingsondersteunend
systeem voor longitudinale big dataVanaf1 jan 2017 → 31 dec 2020Financiering: FWO Strategische Onderzoeksbeurs
Publicaties
1 - 10 van 24
- Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring(2023)
Auteurs: 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)
Auteurs: Isabelle Dehaene, Johan Steen, Gilles Vandewiele, Kristien Roelens, Johan Decruyenaere
Pagina's: 571 - 575 - INK : knowledge graph embeddings for node classification(2022)
Auteurs: Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae
Pagina's: 620 - 667 - Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs(2021)Volume: 1479
Auteurs: Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae, G. Kotsis, A. M. Tjoa, et al.
Pagina's: 70 - 80 - GENDIS : genetic discovery of shapelets(2021)
Auteurs: Gilles Vandewiele, Femke Ongenae, Filip De Turck
- Commentary: Automated detection of preterm condition using uterine electromyography based topological features(2021)
Auteurs: Gilles Vandewiele, Femke Ongenae
Pagina's: 944 - 945 - Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling(2021)
Auteurs: 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)
Auteurs: Gilles Vandewiele, Kevin Caen, Maarten Lievens, Jan Boone
Pagina's: 3500 - 3505 - Clinical information extraction for preterm birth risk prediction(2020)
Auteurs: 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
Auteurs: Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae
Pagina's: 344 - 357