Olivier Janssens

According to our database, Olivier Janssens authored at least 33 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling.

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

Artif. Intell. Medicine, 2021

2020

Clinical information extraction for preterm birth risk prediction.

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

J. Biomed. Informatics, 2020

A generalized matrix profile framework with support for contextual series analysis.

Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke

Eng. Appl. Artif. Intell., 2020

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling.

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

CoRR, 2020

2019

Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets.

Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky, Patrick Le Callet

IEEE Trans. Multim., 2019

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery.

Olivier Janssens, Mia Loccufier, Sofie Van Hoecke

IEEE Trans. Ind. Informatics, 2019

Interpretable detection of unstable smart TV usage from power state logs.

Tamir Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Sofie Van Hoecke

Proceedings of the Advances in Data Mining, 2019

Eliminating Noise in the Matrix Profile.

Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset.

Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine, 2019

Time-to-Birth Prediction Models and the Influence of Expert Opinions.

Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester

Proceedings of the Artificial Intelligence in Medicine, 2019

2018

Large-scale wearable data reveal digital phenotypes for daily-life stress detection.

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

npj Digit. Medicine, 2018

A decision support system to follow up and diagnose primary headache patients using semantically enriched data.

Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck

BMC Medical Informatics Decis. Mak., 2018

Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning.

Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve

CoRR, 2018

Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo.

Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae

Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses.

Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae

Proceedings of the 9th International Semantic Sensor Networks Workshop co-located with 17th International Semantic Web Conference, 2018

Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression.

Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning.

Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Predicting Train Occupancies based on Query Logs and External Data Sources.

Gilles Vandewiele, Pieter Colpaert, Olivier Janssens, Joachim Van Herwegen, Ruben Verborgh, Erik Mannens, Femke Ongenae, Filip De Turck

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles.

Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

2016

Data-driven multivariate power curve modeling of offshore wind turbines.

Olivier Janssens, Nymfa Noppe, Christof Devriendt, Rik Van de Walle, Sofie Van Hoecke

Eng. Appl. Artif. Intell., 2016

GENESIM: genetic extraction of a single, interpretable model.

Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke

CoRR, 2016

Comparing simple video quality measures for loss-impaired video sequences on a large-scale database.

Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky

Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Towards intelligent lubrication control: Infrared thermal imaging for oil level prediction in bearings.

Olivier Janssens, Mathieu Rennuy, Steven Devos, Mia Loccufier, Rik Van de Walle, Sofie Van Hoecke

Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015

A Learning Based Approach for Real-Time Emotion Classification of Tweets.

Olivier Janssens, Rik Van de Walle, Sofie Van Hoecke

Proceedings of the Applications of Social Media and Social Network Analysis, 2015

Enabling Control of 3D Visuals, Scenarios and Non-linear Gameplay in Serious Game Development Through Model-Driven Authoring.

Sofie Van Hoecke, Koen Samyn, Gaétan Deglorie, Olivier Janssens, Peter Lambert, Rik Van de Walle

Proceedings of the Serious Games, Interaction, and Simulation, 2015

Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services.

Sofie Van Hoecke, Cynric Huys, Olivier Janssens, Ruben Verborgh, Rik Van de Walle

Proceedings of the Internet of Things. IoT Infrastructures, 2015

2014

Educational virtual game scenario generation for serious games.

Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke

Proceedings of the 3nd IEEE International Conference on Serious Games and Applications for Health, 2014

Influence of Weak Labels for Emotion Recognition of Tweets.

Olivier Janssens, Steven Verstockt, Erik Mannens, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

2013

Spatio-temporal Video Retrieval by Animated Sketching.

Steven Verstockt, Olivier Janssens, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the VISAPP 2013, 2013

Automatic Geographic Enrichment by Multi-modal Bike Sensing.

Steven Verstockt, Viktor Slavkovikj, Pieterjan De Potter, Olivier Janssens, Jürgen Slowack, Rik Van de Walle

Proceedings of the E-Business and Telecommunications - International Joint Conference, 2013

Web-based enrichment of bike sensor data for automatic geo-annotation.

Steven Verstockt, Viktor Slavkovikj, Olivier Janssens, Pieterjan De Potter, Jürgen Slowack, Rik Van de Walle

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2013

Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants.

Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the 21st European Signal Processing Conference, 2013

Real-time emotion classification of Tweets.

Olivier Janssens, Maarten Slembrouck, Steven Verstockt, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013