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Femke Ongenae
Femke Ongenae
Assistant Professor, IDLab - Ghent University - imec
Bekræftet mail på ugent.be - Startside
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År
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
R Houthooft, J Ruyssinck, J van der Herten, S Stijven, I Couckuyt, ...
Artificial intelligence in medicine 63 (3), 191-207, 2015
802015
Efficient data integration in the railway domain through an ontology-based methodology
S Verstichel, F Ongenae, L Loeve, F Vermeulen, P Dings, B Dhoedt, ...
Transportation Research Part C: Emerging Technologies 19 (4), 617-643, 2011
672011
A probabilistic ontology-based platform for self-learning context-aware healthcare applications
F Ongenae, M Claeys, T Dupont, W Kerckhove, P Verhoeve, T Dhaene, ...
Expert Systems with Applications 40 (18), 7629-7646, 2013
602013
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling
G Vandewiele, I Dehaene, G Kovács, L Sterckx, O Janssens, F Ongenae, ...
Artificial Intelligence in Medicine 111, 101987, 2021
54*2021
A genetic algorithm for interpretable model extraction from decision tree ensembles
G Vandewiele, K Lannoye, O Janssens, F Ongenae, F De Turck, ...
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2017 …, 2017
43*2017
FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning
B Steenwinckel, D De Paepe, SV Hautte, P Heyvaert, M Bentefrit, ...
Future Generation Computer Systems 116, 30-48, 2021
422021
Towards a social and context-aware multi-sensor fall detection and risk assessment platform
F De Backere, F Ongenae, F Van Den Abeele, J Nelis, P Bonte, ...
Computers in biology and medicine 64, 307-320, 2015
422015
Empowering children with ASD and their parents: Design of a serious game for anxiety and stress reduction
S Carlier, S Van der Paelt, F Ongenae, F De Backere, F De Turck
Sensors 20 (4), 966, 2020
412020
The MASSIF platform: a modular and semantic platform for the development of flexible IoT services
P Bonte, F Ongenae, F De Backere, J Schaballie, D Arndt, S Verstichel, ...
Knowledge and Information Systems 51, 89-126, 2017
392017
Real-time data dissemination and analytics platform for challenging IoT environments
G Daneels, E Municio, K Spaey, G Vandewiele, A Dejonghe, F Ongenae, ...
2017 Global Information Infrastructure and Networking Symposium (GIIS), 23-30, 2017
372017
Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks
T Van Steenkiste, J Ruyssinck, L De Baets, J Decruyenaere, F De Turck, ...
Artificial intelligence in medicine 97, 38-43, 2019
352019
Internet of robotic things: Context-aware and personalized interventions of assistive social robots (short paper)
P Simoens, C Mahieu, F Ongenae, F De Backere, S De Pestel, J Nelis, ...
2016 5th IEEE International Conference on Cloud Networking (Cloudnet), 204-207, 2016
352016
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks
F Ongenae, S Van Looy, D Verstraeten, T Verplancke, D Benoit, ...
Engineering Applications of Artificial Intelligence 26 (3), 984-996, 2013
352013
Semantics-based platform for context-aware and personalized robot interaction in the internet of robotic things
C Mahieu, F Ongenae, F De Backere, P Bonte, F De Turck, P Simoens
Journal of Systems and Software 149, 138-157, 2019
332019
Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines
F Ongenae, F De Backere, K Steurbaut, K Colpaert, W Kerckhove, ...
BMC medical informatics and decision making 10, 1-22, 2010
31*2010
User-driven design of a context-aware application: an ambient-intelligent nurse call system
F Ongenae, P Duysburgh, M Verstraete, N Sulmon, L Bleumers, A Jacobs, ...
2012 6th International Conference on Pervasive Computing Technologies for …, 2012
302012
Novel applications integrate location and context information
M Strobbe, O Van Laere, F Ongenae, S Dauwe, B Dhoedt, F De Turck, ...
IEEE Pervasive Computing 11 (2), 64-73, 2011
30*2011
An ontology-based nurse call management system (oNCS) with probabilistic priority assessment
F Ongenae, D Myny, T Dhaene, T Defloor, D Van Goubergen, P Verhoeve, ...
BMC Health Services Research 11 (1), 26, 2011
272011
Using a serious game to reduce stress and anxiety in children with autism spectrum disorder
S Carlier, S Van der Paelt, F Ongenae, F De Backere, F De Turck
Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019
262019
Csv2kg: Transforming tabular data into semantic knowledge
B Steenwinckel, G Vandewiele, F De Turck, F Ongenae
SemTab, ISWC Challenge, 2019
262019
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Artikler 1–20