Gilles Vandewiele
Universiteit Gent
H-index: 14
Europe-Belgium
Top articles of Gilles Vandewiele
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
REFORMS: Consensus-based Recommendations for Machine-learning-based Science | Science Advances | Sayash Kapoor Emily Cantrell Kenny Peng Than Hien Pham Christopher A Bail | 2024/3/25 |
Prediction of iol power | 2023/5/18 | ||
pyRDF2Vec: A Python Implementation and Extension of RDF2Vec | Bram Steenwinckel Gilles Vandewiele Terencio Agozzino Femke Ongenae | 2023/5/22 | |
Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring | Biomedical Signal Processing and Control | Jeroen Van Der Donckt Jonas Van Der Donckt Emiel Deprost Nicolas Vandenbussche Michael Rademaker | 2023/3/1 |
Reforms: Reporting standards for machine learning based science | arXiv preprint arXiv:2308.07832 | Sayash Kapoor Emily Cantrell Kenny Peng Thanh Hien Pham Christopher A Bail | 2023/8/15 |
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 … | Archives of Gynecology and Obstetrics | Isabelle Dehaene Johan Steen Gilles Vandewiele Kristien Roelens Johan Decruyenaere | 2022/8 |
R-GCN: the R could stand for random | arXiv preprint arXiv:2203.02424 | Vic Degraeve Gilles Vandewiele Femke Ongenae Sofie Van Hoecke | 2022/3/4 |
INK: knowledge graph embeddings for node classification | Data Mining and Knowledge Discovery | Bram Steenwinckel Gilles Vandewiele Michael Weyns Terencio Agozzino Filip De Turck | 2022/3 |
Do Not Sleep on Traditional Machine Learning | stat | Jeroen Van Der Donckt Jonas Van Der Gilles Vandewiele Sofie Van | 2022/12 |
Deep learning models for predicting RNA degradation via dual crowdsourcing | Nature Machine Intelligence | Hannah K Wayment-Steele Wipapat Kladwang Andrew M Watkins Do Soon Kim Bojan Tunguz | 2022/12 |
Perfectly predicting ICU length of stay: too good to be true | arXiv preprint arXiv:2211.05597 | Sandeep Ramachandra Gilles Vandewiele David Vander Mijnsbrugge Femke Ongenae Sofie Van Hoecke | 2022/11/10 |
Walk extraction strategies for node embeddings with rdf2vec in knowledge graphs | Bram Steenwinckel Gilles Vandewiele Pieter Bonte Michael Weyns Heiko Paulheim | 2021 | |
Explainable data mining for critical domains based on complex data structures | Gilles Vandewiele | 2021 | |
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling | Artificial Intelligence in Medicine | Gilles Vandewiele Isabelle Dehaene György Kovács Lucas Sterckx Olivier Janssens | 2021/1/1 |
GENDIS: Genetic discovery of shapelets | Sensors | Gilles Vandewiele Femke Ongenae Filip De Turck | 2021/2/4 |
Study III | Bridging the gap between soccer and science: using technology and data to optimize training and performance | Y Geurkink G Vandewiele M Lievens F De Turck F Ongenae | 2021 |
Clinical information extraction for preterm birth risk prediction | Journal of Biomedical Informatics | Lucas Sterckx Gilles Vandewiele Isabelle Dehaene Olivier Janssens Femke Ongenae | 2020/10/1 |
How do users interact with mobile health apps? A Markov chain analysis | Joris Heyse Gilles Vandewiele Femke Ongenae Femke De Backere Filip De Turck | 2020/5/18 | |
Tslearn, a machine learning toolkit for time series data | Journal of machine learning research | Romain Tavenard Johann Faouzi Gilles Vandewiele Felix Divo Guillaume Androz | 2020 |
MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph | BMC Medical Informatics and Decision Making | Gilles Vandewiele Bram Steenwinckel Filip De Turck Femke Ongenae | 2020/12 |
Co-Authors
