Olivier Janssens
Olivier Janssens
Data Scientist at Colruyt Group
Geverifieerd e-mailadres voor colruytgroup.com
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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
3932016
Thermal Image Based Fault Diagnosis for Rotating Machinery
O Janssens, R Schulz, V Slavkovikj, K Stockman, M Loccufier, ...
Infrared Physics and Technology 73, 78-87, 2015
592015
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
572017
A Learning Based Approach for Real-time Emotion Classification of Tweets
O Janssens, R Van de Walle, S Van Hoecke
Application of Social Media and Social Network Analysis, 2015
462015
Data-driven multivariate power curve modeling of offshore wind turbines
O Janssens, N Nymfa, C Devriendt, R Van de Walle, S Van Hoecke
Engineering Applications of Artificial Intelligence 55, 331-338, 2016
232016
Large-scale wearable data reveal digital phenotypes for daily-life stress detection
E Smets, ER Velazquez, G Schiavone, I Chakroun, E D’Hondt, ...
NPJ digital medicine 1 (1), 1-10, 2018
172018
Educational Virtual Game Scenario Generation for Serious Games
O Janssens, K Samyn, R Van de Walle, S Van Hoecke
3rd International Conference on Serious Games and Applications for Health, 2014
142014
GENESIM: genetic extraction of a single, interpretable model
G Vandewiele, O Janssens, femke Ongenae, F De Turck, S Van Hoecke
NIPS 2016: Workshop on Interpretable Machine Learning in Complex Systems, 2016
122016
Predicting train occupancies based on query logs and external data sources
G Vandewiele, P Colpaert, O Janssens, J Van Herwegen, R Verborgh, ...
Proceedings of the 26th International Conference on World Wide Web Companion …, 2017
92017
Targeted quantification and untargeted screening of alkylphenols, bisphenol A and phthalates in aquatic matrices using ultra-high-performance liquid chromatography coupled to …
S Huysman, L Van Meulebroek, O Janssens, F Vanryckeghem, ...
Analytica Chimica Acta 1049, 141-151, 2019
82019
Real-time emotion classification of tweets
O Janssens, M Slembrouck, S Verstockt, S Van Hoecke, R Van de Walle
2013 IEEE/ACM International Conference on Advances in Social Networks …, 2013
82013
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
72018
Comparing simple video quality measures for loss-impaired video sequences on a large-scale database
A Aldahdooh, E Masala, O Janssens, G Van Wallendael, M Barkowsky
2016 Eighth international conference on quality of multimedia experience …, 2016
72016
Leaf segmentation and parallel phenotyping for the analysis of gene networds in plants
O Janssens, J De Vylder, J Aelterman, S Verstockt, W Philips, ...
Signal Processing Conference (Eusipco-2013), 1-5, 2013
72013
Data-driven imbalance and hard particle detection in rotating machinery using infrared thermal imaging
O Janssens, M Loccufier, R Van de Walle, S Van Hoecke
Infrared Physics & Technology 82, 28-39, 2017
62017
Automated assessment of bone age using deep learning and Gaussian process regression
T Van Steenkiste, J Ruyssinck, O Janssens, B Vandersmissen, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
52018
Enabling control of 3D visuals, scenarios and non-linear gameplay in serious game development through model-driven authoring
S Van Hoecke, K Samyn, G Deglorie, O Janssens, P Lambert, ...
International Conference on Serious Games, Interaction, and Simulation, 103-110, 2015
52015
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling
G Vandewiele, I Dehaene, G Kovács, L Sterckx, O Janssens, F Ongenae, ...
arXiv preprint arXiv:2001.06296, 2020
42020
A decision support system to follow up and diagnose primary headache patients using semantically enriched data
G Vandewiele, F De Backere, K Lannoye, MV Berghe, O Janssens, ...
BMC medical informatics and decision making 18 (1), 98, 2018
42018
A genetic algorithm for interpretable model extraction from decision tree ensembles
G Vandewiele, K Lannoye, O Janssens, F Ongenae, F De Turck, ...
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 104-115, 2017
42017
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Artikelen 1–20