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Sofie Van Hoecke
Sofie Van Hoecke
Associate professor, Ghent University
Geverifieerd e-mailadres voor ugent.be - Homepage
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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
11012016
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
2312012
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
2002017
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
1362015
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
1212015
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
1202018
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
1152018
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
792014
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
762018
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
712010
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
672016
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
602021
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
532007
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
512015
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
492013
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
472011
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
422020
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
402016
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
382019
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Artikelen 1–20