Olivier Janssens

33 papers A* 1B 4C 2Journal 11Unranked 14

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 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
2020	J	`jnl`	A generalized matrix profile framework with support for contextual series analysis. Eng. Appl. Artif. Intell. Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke
2020	J	`jnl`	Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 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
2020	J	`jnl`	Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR 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
2019	B	`conf`	A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset. AIME Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
2019	C	`conf`	Eliminating Noise in the Matrix Profile. ICPRAM Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke
2019	J	`jnl`	Improved Performance Measures for Video Quality Assessment Algorithms Using Training and Validation Sets. IEEE Trans. Multim. Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky, Patrick Le Callet
2019	A*	`conf`	Interpretable detection of unstable smart TV usage from power state logs. ICDM Tamir Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Sofie Van Hoecke
2019	J	`jnl`	Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery. IEEE Trans. Ind. Informatics Olivier Janssens, Mia Loccufier, Sofie Van Hoecke
2019	B	`conf`	Time-to-Birth Prediction Models and the Influence of Expert Opinions. AIME Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester
2018	J	`jnl`	A decision support system to follow up and diagnose primary headache patients using semantically enriched data. BMC Medical Informatics Decis. Mak. Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck
2018	—	`conf`	Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene
2018	—	`conf`	Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo. ISWC (P&D/Industry/BlueSky) Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2018	—	`conf`	Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. BIBM Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve
2018	J	`jnl`	Large-scale wearable data reveal digital phenotypes for daily-life stress detection. npj Digit. Medicine 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
2018	—	`conf`	Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses. SSN@ISWC Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2018	J	`jnl`	Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. CoRR Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve
2017	—	`conf`	A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles. PAKDD (Workshops) Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke
2017	—	`conf`	Predicting Train Occupancies based on Query Logs and External Data Sources. WWW (Companion Volume) Gilles Vandewiele, Pieter Colpaert, Olivier Janssens, Joachim Van Herwegen, Ruben Verborgh, Erik Mannens, Femke Ongenae, Filip De Turck
2016	B	`conf`	Comparing simple video quality measures for loss-impaired video sequences on a large-scale database. QoMEX Ahmed Aldahdooh, Enrico Masala, Olivier Janssens, Glenn Van Wallendael, Marcus Barkowsky
2016	J	`jnl`	Data-driven multivariate power curve modeling of offshore wind turbines. Eng. Appl. Artif. Intell. Olivier Janssens, Nymfa Noppe, Christof Devriendt, Rik Van de Walle, Sofie Van Hoecke
2016	J	`jnl`	GENESIM: genetic extraction of a single, interpretable model. CoRR Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke
2016	C	`conf`	Towards intelligent lubrication control: Infrared thermal imaging for oil level prediction in bearings. CCA Olivier Janssens, Mathieu Rennuy, Steven Devos, Mia Loccufier, Rik Van de Walle, Sofie Van Hoecke
2015	—	`ch.`	A Learning Based Approach for Real-Time Emotion Classification of Tweets. Applications of Social Media and Social Network Analysis Olivier Janssens, Rik Van de Walle, Sofie Van Hoecke
2015	—	`conf`	Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services. IoT 360 (2) Sofie Van Hoecke, Cynric Huys, Olivier Janssens, Ruben Verborgh, Rik Van de Walle
2015	—	`conf`	Enabling Control of 3D Visuals, Scenarios and Non-linear Gameplay in Serious Game Development Through Model-Driven Authoring. SGAMES Sofie Van Hoecke, Koen Samyn, Gaétan Deglorie, Olivier Janssens, Peter Lambert, Rik Van de Walle
2014	—	`conf`	Educational virtual game scenario generation for serious games. SeGAH Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke
2014	—	`conf`	Influence of Weak Labels for Emotion Recognition of Tweets. MIKE Olivier Janssens, Steven Verstockt, Erik Mannens, Sofie Van Hoecke, Rik Van de Walle
2013	—	`conf`	Automatic Geographic Enrichment by Multi-modal Bike Sensing. ICETE (Selected Papers) Steven Verstockt, Viktor Slavkovikj, Pieterjan De Potter, Olivier Janssens, Jürgen Slowack, Rik Van de Walle
2013	—	`conf`	Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants. EUSIPCO Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle
2013	B	`conf`	Real-time emotion classification of Tweets. ASONAM Olivier Janssens, Maarten Slembrouck, Steven Verstockt, Sofie Van Hoecke, Rik Van de Walle
2013	—	`conf`	Spatio-temporal Video Retrieval by Animated Sketching. VISAPP (1) Steven Verstockt, Olivier Janssens, Sofie Van Hoecke, Rik Van de Walle
2013	—	`conf`	Web-based enrichment of bike sensor data for automatic geo-annotation. GEOGROWD Steven Verstockt, Viktor Slavkovikj, Olivier Janssens, Pieterjan De Potter, Jürgen Slowack, Rik Van de Walle