Olivier Janssens
Olivier Janssens
Data Scientist at Colruyt Group
Geverifieerd e-mailadres voor colruytgroup.com
TitelGeciteerd doorJaar
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
2382016
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
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
442015
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
312017
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
132016
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
92014
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), 67, 2018
72018
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
72016
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
62017
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
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
62016
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
62013
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
62013
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
42019
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
42015
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
32018
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
22018
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
22017
Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services
S Van Hoecke, C Huys, O Janssens, R Verborgh, R Van de Walle
International Internet of Things Summit, 465-474, 2015
22015
Influence of Weak Labels for Emotion Recognition of Tweets
O Janssens, S Verstockt, E Mannens, R Van de Walle, S Van Hoecke
Mining Intelligence and Knowledge Exploration, 108-118, 2014
22014
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Artikelen 1–20