| Convolutional neural network based fault detection for rotating machinery O Janssens, V Slavkovikj, B Vervisch, K Stockman, M Loccufier, ... Journal of Sound and Vibration 377, 331-345, 2016 | 1099 | 2016 |
| Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class K Colpaert, EA Hoste, K Steurbaut, D Benoit, S Van Hoecke, F De Turck, ... Critical care medicine 40 (4), 1164-1170, 2012 | 231 | 2012 |
| Deep learning for infrared thermal image based machine health monitoring O Janssens, R Van de Walle, M Loccufier, S Van Hoecke IEEE/ASME Transactions on Mechatronics 23 (1), 151-159, 2017 | 200 | 2017 |
| Thermal image based fault diagnosis for rotating machinery O Janssens, R Schulz, V Slavkovikj, K Stockman, M Loccufier, ... Infrared Physics & Technology 73, 78-87, 2015 | 136 | 2015 |
| Hyperspectral image classification with convolutional neural networks V Slavkovikj, S Verstockt, W De Neve, S Van Hoecke, R Van de Walle Proceedings of the 23rd ACM international conference on Multimedia, 1159-1162, 2015 | 121 | 2015 |
| Large-scale wearable data reveal digital phenotypes for daily-life stress detection E Smets, E Rios Velazquez, G Schiavone, I Chakroun, E D’Hondt, ... NPJ digital medicine 1 (1), 67, 2018 | 120 | 2018 |
| The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents: A cluster-randomized controlled trial A DeSmet, S Bastiaensens, K Van Cleemput, K Poels, H Vandebosch, ... Computers in Human Behavior 78, 336-347, 2018 | 115 | 2018 |
| Review of wildfire detection using social media V Slavkovikj, S Verstockt, S Van Hoecke, R Van de Walle Fire safety journal 68, 109-118, 2014 | 79 | 2014 |
| Thermal imaging and vibration-based multisensor fault detection for rotating machinery O Janssens, M Loccufier, S Van Hoecke IEEE transactions on industrial informatics 15 (1), 434-444, 2018 | 76 | 2018 |
| 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 |
| Multi-sensor fire detection by fusing visual and non-visual flame features S Verstockt, A Vanoosthuyse, S Van Hoecke, P Lambert, R Van de Walle Image and Signal Processing: 4th International Conference, ICISP 2010, Trois …, 2010 | 71 | 2010 |
| Data-driven multivariate power curve modeling of offshore wind turbines O Janssens, N Noppe, C Devriendt, R Van de Walle, S Van Hoecke Engineering Applications of Artificial Intelligence 55, 331-338, 2016 | 67 | 2016 |
| 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 |
| Implementation of a real-time electronic alert based on the RIFLE criteria for acute kidney injury in ICU patients K Colpaert, E Hoste, S Van Hoecke, D Vandijck, C Danneels, K Steurbaut, ... Acta Clinica Belgica 62 (sup2), 322-325, 2007 | 53 | 2007 |
| A learning based approach for real-time emotion classification of tweets O Janssens, RV de Walle, SV Hoecke Applications of Social Media and Social Network Analysis, 125-142, 2015 | 51 | 2015 |
| A multi-modal video analysis approach for car park fire detection S Verstockt, S Van Hoecke, T Beji, B Merci, B Gouverneur, AE Cetin, ... Fire safety journal 57, 44-57, 2013 | 49 | 2013 |
| FireCube: a multi-view localization framework for 3D fire analysis S Verstockt, S Van Hoecke, N Tilley, B Merci, B Sette, P Lambert, ... Fire Safety Journal 46 (5), 262-275, 2011 | 47 | 2011 |
| Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications P Moens, V Bracke, C Soete, S Vanden Hautte, D Nieves Avendano, ... Sensors 20 (15), 4308, 2020 | 42 | 2020 |
| Genesim: genetic extraction of a single, interpretable model G Vandewiele, O Janssens, F Ongenae, F De Turck, S Van Hoecke arXiv preprint arXiv:1611.05722, 2016 | 40 | 2016 |
| Medinoid: computer-aided diagnosis and localization of glaucoma using deep learning M Kim, JC Han, SH Hyun, O Janssens, S Van Hoecke, C Kee, W De Neve Applied Sciences 9 (15), 3064, 2019 | 37 | 2019 |
Rik Van de WalleGhent University - iMinds (former IBBT)Verified email at ugent.be
