| 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 | 1324 | 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 | 254 | 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 | 240 | 2017 |
| 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 | 167 | 2018 |
| 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 | 161 | 2015 |
| 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 | 141 | 2018 |
| 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 | 137 | 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 | 109* | 2021 |
| 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 | 105 | 2021 |
| 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 | 102 | 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 | 93 | 2014 |
| 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 | 80 | 2016 |
| 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 | 77 | 2010 |
| 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 | 61 | 2019 |
| 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 | 59 | 2007 |
| 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 | 57 | 2020 |
| Neural network augmented physics models for systems with partially unknown dynamics: application to slider–crank mechanism W De Groote, E Kikken, E Hostens, S Van Hoecke, G Crevecoeur IEEE/ASME Transactions on Mechatronics 27 (1), 103-114, 2021 | 56 | 2021 |
| 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 | 53 | 2015 |
| Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations G Mazaev, G Crevecoeur, S Van Hoecke IEEE Transactions on Industrial Informatics 17 (12), 8418-8428, 2021 | 51 | 2021 |
| 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 | 51 | 2013 |
Rik Van de WalleGhent University - iMinds (former IBBT)Verifisert e-postadresse på ugent.be
