Olivier Janssens

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 23

Top Topics

Gaussian Process Regression

Emotion Classification

Thermal Imaging

Top Venues

Eng. Appl. Artif. Intell.

Publications

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 (2021)
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 (2020)
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 (2020)
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 (2020)
Olivier Janssens, Mia Loccufier, Sofie Van Hoecke
Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery. IEEE Trans. Ind. Informatics 15 (1) (2019)
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)
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) (2019)
Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke
Eliminating Noise in the Matrix Profile. ICPRAM (2019)
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)
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)
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)
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)
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)
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)
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 (2018)
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) (2018)
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)
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)
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)
Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke
GENESIM: genetic extraction of a single, interpretable model. CoRR (2016)
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)
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)
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 (2016)
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)
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)
Olivier Janssens, Steven Verstockt, Erik Mannens, Sofie Van Hoecke, Rik Van de Walle
Influence of Weak Labels for Emotion Recognition of Tweets. MIKE (2014)
Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke
Educational virtual game scenario generation for serious games. SeGAH (2014)
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)
Steven Verstockt, Olivier Janssens, Sofie Van Hoecke, Rik Van de Walle
Spatio-temporal Video Retrieval by Animated Sketching. VISAPP (1) (2013)
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)
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)
Olivier Janssens, Maarten Slembrouck, Steven Verstockt, Sofie Van Hoecke, Rik Van de Walle
Real-time emotion classification of Tweets. ASONAM (2013)