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2020 – today
- 2021
[j8]Gilles Vandewiele, Isabelle Dehaene
, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 111: 101987 (2021)- 2020
- [j7]Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke:
A generalized matrix profile framework with support for contextual series analysis. Eng. Appl. Artif. Intell. 90: 103487 (2020) - [j6]Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 110: 103544 (2020) - [i3]Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR abs/2001.06296 (2020)
2010 – 2019
- 2019
- [j5]Olivier Janssens, Mia Loccufier, Sofie Van Hoecke:
Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery. IEEE Trans. Ind. Informatics 15(1): 434-444 (2019) - [j4]Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky, Patrick Le Callet:
Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets. IEEE Trans. Multim. 21(8): 2026-2041 (2019) - [c21]Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester:
Time-to-Birth Prediction Models and the Influence of Expert Opinions. AIME 2019: 286-291 - [c20]Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester:
A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset. AIME 2019: 355-364 - [c19]Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke:
Eliminating Noise in the Matrix Profile. ICPRAM 2019: 83-93 - [c18]Tamir Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Sofie Van Hoecke:
Interpretable detection of unstable smart TV usage from power state logs. ICDM 2019: 191-200 - 2018
- [j3]Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck:
A decision support system to follow up and diagnose primary headache patients using semantically enriched data. BMC Medical Informatics Decis. Mak. 18(1): 98:1-98:15 (2018) - [j2]Elena Smets, Emmanuel Rios Velazquez, Giuseppina Schiavone, Imen Chakroun, Ellie D'Hondt, Walter De Raedt, Jan Cornelis, Olivier Janssens, Sofie Van Hoecke, Stephan Claes, Ilse Van Diest, Chris Van Hoof:
Large-scale wearable data reveal digital phenotypes for daily-life stress detection. npj Digit. Medicine 1 (2018) - [c17]Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve:
Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. BIBM 2018: 2357-2362 - [c16]Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene:
Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC 2018: 674-677 - [c15]Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses. SSN@ISWC 2018: 17-31 - [c14]Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo. ISWC (P&D/Industry/BlueSky) 2018 - [i2]Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve:
Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. CoRR abs/1812.02405 (2018) - 2017
- [c13]Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke:
A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles. PAKDD (Workshops) 2017: 104-115 - [c12]Gilles Vandewiele, Pieter Colpaert, Olivier Janssens, Joachim Van Herwegen, Ruben Verborgh, Erik Mannens, Femke Ongenae, Filip De Turck:
Predicting Train Occupancies based on Query Logs and External Data Sources. WWW (Companion Volume) 2017: 1469-1474 - 2016
- [j1]Olivier Janssens, Nymfa Noppe, Christof Devriendt, Rik Van de Walle, Sofie Van Hoecke:
Data-driven multivariate power curve modeling of offshore wind turbines. Eng. Appl. Artif. Intell. 55: 331-338 (2016) - [c11]Olivier Janssens, Mathieu Rennuy, Steven Devos, Mia Loccufier, Rik Van de Walle, Sofie Van Hoecke:
Towards intelligent lubrication control: Infrared thermal imaging for oil level prediction in bearings. CCA 2016: 1330-1335 - [c10]Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky:
Comparing simple video quality measures for loss-impaired video sequences on a large-scale database. QoMEX 2016: 1-6 - [i1]Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke:
GENESIM: genetic extraction of a single, interpretable model. CoRR abs/1611.05722 (2016) - 2015
- [c9]Sofie Van Hoecke, Cynric Huys, Olivier Janssens, Ruben Verborgh, Rik Van de Walle:
Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services. IoT 360 (2) 2015: 465-474 - [c8]Sofie Van Hoecke, Koen Samyn, Gaétan Deglorie, Olivier Janssens, Peter Lambert, Rik Van de Walle:
Enabling Control of 3D Visuals, Scenarios and Non-linear Gameplay in Serious Game Development Through Model-Driven Authoring. SGAMES 2015: 103-110 - [p1]Olivier Janssens, Rik Van de Walle, Sofie Van Hoecke:
A Learning Based Approach for Real-Time Emotion Classification of Tweets. Applications of Social Media and Social Network Analysis 2015: 125-142 - 2014
- [c7]Olivier Janssens, Steven Verstockt, Erik Mannens, Sofie Van Hoecke, Rik Van de Walle:
Influence of Weak Labels for Emotion Recognition of Tweets. MIKE 2014: 108-118 - [c6]Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke:
Educational virtual game scenario generation for serious games. SeGAH 2014: 1-8 - 2013
- [c5]Olivier Janssens, Maarten Slembrouck, Steven Verstockt, Sofie Van Hoecke, Rik Van de Walle:
Real-time emotion classification of Tweets. ASONAM 2013: 1430-1431 - [c4]Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle:
Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants. EUSIPCO 2013: 1-5 - [c3]Steven Verstockt, Viktor Slavkovikj, Olivier Janssens, Pieterjan De Potter, Jürgen Slowack, Rik Van de Walle:
Web-based enrichment of bike sensor data for automatic geo-annotation. GEOGROWD 2013: 63-70 - [c2]Steven Verstockt, Viktor Slavkovikj, Pieterjan De Potter, Olivier Janssens, Jürgen Slowack, Rik Van de Walle:
Automatic Geographic Enrichment by Multi-modal Bike Sensing. ICETE (Selected Papers) 2013: 369-384 - [c1]Steven Verstockt, Olivier Janssens, Sofie Van Hoecke, Rik Van de Walle:
Spatio-temporal Video Retrieval by Animated Sketching. VISAPP (1) 2013: 723-728
Coauthor Index
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