Gilles Vandewiele
Gilles Vandewiele
Geverifieerd e-mailadres voor ugent.be - Homepage
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Tslearn, a machine learning toolkit for time series data
R Tavenard, J Faouzi, G Vandewiele, F Divo, G Androz, C Holtz, M Payne, ...
Journal of Machine Learning Research 21 (118), 1-6, 2020
41*2020
Real-time Data Dissemination and Analytics Platform for Challenging IoT Environments
G Daneels, E Municio, K Spaey, G Vandewiele, A Dejonghe, F Ongenae, ...
GIIS 2017, 2017
242017
A genetic algorithm for interpretable model extraction from decision tree ensembles
G Vandewiele, K Lannoye, O Janssens, F Ongenae, F De Turck, ...
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 104-115, 2017
16*2017
Predicting train occupancies based on query logs and external data sources
G Vandewiele, P Colpaert, O Janssens, J Van Herwegen, R Verborgh, ...
Proceedings of the 26th International Conference on World Wide Web Companion …, 2017
92017
Modeling the prediction of the session rating of perceived exertion in soccer: Unraveling the puzzle of predictive indicators
Y Geurkink, G Vandewiele, M Lievens, F De Turck, F Ongenae, ...
International journal of sports physiology and performance 14 (6), 841-846, 2019
7*2019
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling
G Vandewiele, I Dehaene, G Kovács, L Sterckx, O Janssens, F Ongenae, ...
arXiv preprint arXiv:2001.06296, 2020
6*2020
A decision support system to follow up and diagnose primary headache patients using semantically enriched data
G Vandewiele, F De Backere, K Lannoye, MV Berghe, O Janssens, ...
BMC medical informatics and decision making 18 (1), 98, 2018
52018
CSV2KG: transforming tabular data into semantic knowledge
B Steenwinckel, G Vandewiele, F De Turck, F Ongenae
SemTab, ISWC Challenge, 33-40, 2019
4*2019
Enhancing white-box machine learning processes by incorporating semantic background knowledge
G Vandewiele
European Semantic Web Conference, 267-278, 2017
22017
Time-to-birth prediction models and the influence of expert opinions
G Vandewiele, I Dehaene, O Janssens, F Ongenae, F De Backere, ...
Conference on Artificial Intelligence in Medicine in Europe, 286-291, 2019
12019
Inducing a Decision Tree with Discriminative Paths to Classify Entities in a Knowledge Graph
G Vandewiele, B Steenwinckel, F Ongenae, F De Turck
The 4th International Workshop on Semantics-Powered Data Mining and Analytics, 2019
12019
GENDIS: GENetic DIscovery of Shapelets
G Vandewiele, F Ongenae, F De Turck
arXiv preprint arXiv:1910.12948, 2019
2019
Data Mining in the Development of Mobile Health Apps: Assessing In-App Navigation Through Markov Chain Analysis
J Stragier, G Vandewiele, P Coppens, F Ongenae, W Van den Broeck, ...
Journal of medical Internet research 21 (6), e11934, 2019
2019
Training Impulses And The Relation With Performance Improvement: Not That Straightforward
KM Vermeire, G Vandewiele, J Bourgois, J Boone
Medicine & Science in Sports & Exercise 50 (5S), 24, 2018
2018
Towards an automated workout compliance model
J De Bock, G Vandewiele, S Verstockt, F Ongenae, F De Turck
ISPAS 2018, 2018
2018
Cattle Monitoring Using Wireless Sensor Networks
P De Cremer, G Vandewiele
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Artikelen 1–16