Browsing by author "Janssens, Olivier"
Now showing items 1-20 of 20
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A critical look at studies applying over-sampling on the TPEHGDB dataset
Vandewiele, Gilles; Dehaene, I.; Janssens, Olivier; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Roelens, K.; Van Hoecke, Sofie; Demeester, Thomas (2019) -
A decision support system to follow up and diagnose primary headache patients using semantically enriched data
Vandewiele, Gilles; De Backere, Femke; Lannoye, Kiani; Vanden Berghe, Maarten; Janssens, Olivier; Van Hoecke, Sofie; Keereman, Vincent; Paemeleire, Koen; Ongenae, Femke; De Turck, Filip (2018) -
A generalized matrix profile framework with support for contextual series analysis
De Paepe, Dieter; Vander Hautte, Sander; Steenwinckel, Bram; De Turck, Filip; Ongenae, Femke; Janssens, Olivier; Van Hoecke, Sofie (2020) -
A genetic algorithm for interpretable model extraction from decision tree ensembles
Vandewiele, Gilles; Lannoye, Kiani; Janssens, Olivier; Ongenae, Femke; De Turck, Filip; Van Hoecke, Sofie (2017-05) -
Automated assessment of bone age using deep learning and Gaussian process regression
Van Steenkiste, Tom; Ruyssinck, Joeri; Janssens, Olivier; Vandersmissen, Baptist; Vandecasteele, Florian; Devolder, Pieter; Achten, Eric; Van Hoecke, Sofie; Deschrijver, Dirk; Dhaene, Tom (2018) -
Automated extraction of rules and knowledge from risk analyses: a ventilation unit demo
Steenwinckel, Bram; Heyvaert, Pieter; De Paepe, Dieter; Janssens, Olivier; Vanden Hautte, Sander; Dimou, Anastasia; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2018-10) -
Clinical information extraction for preterm birth risk prediction
Sterckx, L.; Vandewiele, Gilles; Dehaene, I.; Janssens, Olivier; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Roelens, K.; Decruyenaere, J.; Van Hoecke, Sofie; Demeester, Thomas (2020-10) -
Context-aware stress detection
Janssens, Olivier; Smets, Elena; Schiavone, Giuseppina; Rios Velazquez, Emmanuel; Ongenae, Femke; De Raedt, Walter; Van Hoof, Chris; Van Hoecke, Sofie (2018) -
Data-driven imbalance and hard particle detection in rotating machinery using infrared thermal imaging
Janssens, Olivier; Loccufier, Mia; Van de Walle, Rik; Van Hoecke, Sofie (2017-05) -
Data-Driven Performance Monitoring, Fault Detection and Dynamic Dashboards for Offshore Wind Farms
Janssens, Olivier (2017-06) -
Deep learning for infrared thermal image based machine health monitoring
Janssens, Olivier; Vandewalle, Rik; Loccufier, Mia; Van Hoecke, Sofie (2018-02) -
Eliminating noise in the matrix profile
De Paepe, Dieter; Janssens, Olivier; Van Hoecke, Sofie (2019) -
Improved performance measures for video quality assessment algorithms using training and validation sets
Aldahdooh, A.; Masala, E.; Janssens, Olivier; Van Wallendael, Glenn; Barkowsky, M.; Le Callet, P. (2019-08) -
Interpretable detection of unstable smart TV usage from power state logs
Mazaev, Tamir; Janssens, Olivier; Van Gheel, D.; Lannoye, L.; Crevecoeur, G; Van Hoecke, Sofie (2019) -
Large-scale wearable data reveal digital phenotypes for daily-life stress detection
Smets, Elena; Rios Velazquez, Emmanuel; Schiavone, Giuseppina; Chakroun, Imen; D'Hondt, Ellie; De Raedt, Walter; Cornelis, Jan 2; Janssens, Olivier; Van Hoecke, Sofie; Claes, Stephan; Van Diest, Ilse; Van Hoof, Chris (2018-12) -
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling
Vandewiele, Gilles; Dehaene, Isabelle; Kovacs, Gyorgy; Sterckx, Lucas; Janssens, Olivier; Roelens, Kristien; Decruyenaere, Johan; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Van Hoecke, Sofie; De Meester, Thomas (2021) -
Predicting train occupancies based on query logs and external data sources
Vandewiele, Gilles; Van Herwegen, Joachim; Ongenae, Femke; Colpaert, Pieter; Verborgh, Ruben; De Turck, Filip; Janssens, Olivier; Mannens, Erik (2017) -
Thermal imaging and vibration-based multisensor fault detection for rotating machinery
Janssens, Olivier; Loccufier, Mia; Van Hoecke, Sofie (2019-01) -
Time-to-birth prediction models and the influence of expert opinions
Vandewiele, Gilles; Dehaene, Isabelle; Janssens, Olivier; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Roelens, Kristien; Van Hoecke, Sofie; Demeester, Thomas (2019) -
Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses
Steenwinckel, Bram; Heyvaert, Pieter; De Paepe, Dieter; Janssens, Olivier; Vanden Hautte, Sander; Dimou, Anastasia; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2018)