| 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 | 96 | 2015 |
| 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 | 75* | 2021 |
| 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 | 75 | 2011 |
| 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 | 65 | 2013 |
| 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 | 64 | 2020 |
| 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 | 60 | 2021 |
| 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 | 51 | 2019 |
| 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 | 51* | 2017 |
| 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 | 51 | 2015 |
| 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 | 45 | 2016 |
| 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 | 42 | 2017 |
| 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 | 39 | 2017 |
| 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 | 38 | 2019 |
| 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 | 36 | 2019 |
| 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 | 35 | 2013 |
| 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 | 33* | 2010 |
| Streaming MASSIF: Cascading reasoning for efficient processing of iot data streams P Bonte, R Tommasini, E Della Valle, F De Turck, F Ongenae Sensors 18 (11), 3832, 2018 | 32 | 2018 |
| Towards a cascading reasoning framework to support responsive ambient-intelligent healthcare interventions M De Brouwer, F Ongenae, P Bonte, F De Turck Sensors 18 (10), 3514, 2018 | 31 | 2018 |
| Facilitating the analysis of COVID-19 literature through a knowledge graph B Steenwinckel, G Vandewiele, I Rausch, P Heyvaert, R Taelman, ... International Semantic Web Conference, 344-357, 2020 | 30 | 2020 |
| Csv2kg: Transforming tabular data into semantic knowledge B Steenwinckel, G Vandewiele, F De Turck, F Ongenae SemTab, ISWC Challenge, 2019 | 30 | 2019 |
Filip De TurckGhent University - imec, IEEE Fellow, ComSoc Distinguished LecturerVerified email at intec.ugent.be
