Sofie Van Hoecke

141 papers A* 3A 1B 5C 5Misc 1Journal 77Unranked 47

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction. Medical Image Anal. Jef Jonkers, Frank Coopman, Luc Duchateau, Glenn Van Wallendael, Sofie Van Hoecke
2026	J	`jnl`	Toward Context-Aware Anomaly Detection for AIOps in Microservices Using Dynamic Knowledge Graphs. IEEE Trans. Netw. Serv. Manag. Pieter Moens, Bram Steenwinckel, Femke Ongenae, Bruno Volckaert, Sofie Van Hoecke
2025	—	`conf`	Another Brick in the Wall: Leveraging Feature Extraction and Ensemble Learning for Building Data Classification. WWW (Companion Volume) Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	Causalteshap: discerning predictive from prognostic features for treatment effect analysis. Int. J. Mach. Learn. Cybern. Jarne Verhaeghe, Femke Ongenae, Sofie Van Hoecke
2025	J	`jnl`	Cross-Room CO IEEE Access Jelle Vanhaeverbeke, Emiel Deprost, Steven Verstockt, Sofie Van Hoecke
2025	J	`jnl`	Enabling Cross-Context Learning with Knowledge Graphs for Anomaly Detection in Communications Networks. J. Netw. Syst. Manag. Michael Weyns, Sander Vanden Hautte, Annelies Lejon, Veerle Ledoux, Pieter Bonte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	Explainable knowledge graph embeddings for industrial process monitoring & control. Inf. Fusion Michael Weyns, Thibault Blyau, Bram Steenwinckel, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	Feedback-Driven Pattern Matching in Time Series Data. IEEE Access Matthias Van Onsem, Veerle Ledoux, W. Mélange, Dennis Dreesen, Sofie Van Hoecke
2025	J	`jnl`	From Haystack to Needle: Label Space Reduction for Zero-shot Classification. CoRR Nathan Vandemoortele, Bram Steenwinckel, Femke Ongenae, Sofie Van Hoecke
2025	J	`jnl`	Interpretable machine learning models for COPD ease of breathing estimation. Medical Biol. Eng. Comput. Thomas T. Kok, John F. Morales, Dirk Deschrijver, Dolores Blanco-Almazán, Willemijn Groenendaal, David Ruttens, Christophe Smeets, Vojkan Mihajlovic, Femke Ongenae, Sofie Van Hoecke
2025	J	`jnl`	RR-GCN: Exploring Untrained Random Embeddings for Relational Graphs. Int. J. Softw. Eng. Knowl. Eng. Sandeep Ramachandra, Vic Degraeve, Gilles Vandewiele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2025	J	`jnl`	Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction. CoRR Jef Jonkers, Frank Coopman, Luc Duchateau, Glenn Van Wallendael, Sofie Van Hoecke
2025	J	`jnl`	Uncovering the potential of smartphones for behavior monitoring during migraine follow-up. BMC Medical Informatics Decis. Mak. Marija Stojchevska, Jonas Van Der Donckt, Nicolas Vandenbussche, Mathias De Brouwer, Koen Paemeleire, Femke Ongenae, Sofie Van Hoecke
2025	J	`jnl`	VisCARS: Knowledge Graph-Based Context-Aware Recommender System for Time-Series Data Visualization and Monitoring Dashboards. IEEE Trans. Vis. Comput. Graph. Pieter Moens, Bruno Volckaert, Sofie Van Hoecke
2025	J	`jnl`	landmarker: A Toolkit for Anatomical Landmark Localization in 2D/3D Images. SoftwareX Jef Jonkers, Luc Duchateau, Glenn Van Wallendael, Sofie Van Hoecke
2025	J	`jnl`	landmarker: a Toolkit for Anatomical Landmark Localization in 2D/3D Images. CoRR Jef Jonkers, Luc Duchateau, Glenn Van Wallendael, Sofie Van Hoecke
2025	J	`jnl`	tsdownsample: High-performance time series downsampling for scalable visualization. SoftwareX Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke
2024	J	`jnl`	A semi-supervised anomaly detection approach for detecting mechanical failures. Artif. Intell. Eng. Des. Anal. Manuf. Colin Soete, Michaël Rademaker, Sofie Van Hoecke
2024	J	`jnl`	Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. CoRR Jonas Van Der Donckt, Nicolas Vandenbussche, Jeroen Van Der Donckt, Stephanie Chen, Marija Stojchevska, Mathias De Brouwer, Bram Steenwinckel, Koen Paemeleire, Femke Ongenae, Sofie Van Hoecke
2024	J	`jnl`	Benchmarking Whole Knowledge Graph Embedding Techniques. Int. J. Softw. Eng. Knowl. Eng. Pieter Bonte, Sander Vanden Hautte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2024	J	`jnl`	Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects. CoRR Jef Jonkers, Jarne Verhaeghe, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke
2024	J	`jnl`	Conformal Prediction for Dose-Response Models with Continuous Treatments. CoRR Jarne Verhaeghe, Jef Jonkers, Sofie Van Hoecke
2024	—	`conf`	Conformal Predictive Systems Under Covariate Shift. COPA Jef Jonkers, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke
2024	J	`jnl`	Conformal Predictive Systems Under Covariate Shift. CoRR Jef Jonkers, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke
2024	—	`conf`	Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients. ICMHI Jarne Verhaeghe, Thomas De Corte, Jan J. De Waele, Femke Ongenae, Sofie Van Hoecke
2024	—	`conf`	Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection. UbiComp Companion Jonas Van Der Donckt, Jeroen Van Der Donckt, Sofie Van Hoecke
2024	J	`jnl`	Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection. CoRR Jonas Van Der Donckt, Jeroen Van Der Donckt, Sofie Van Hoecke
2024	—	`conf`	Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. UbiComp Companion Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke
2024	J	`jnl`	Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. CoRR Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke
2024	—	`conf`	Quality in Color: Using Knowledge Graphs for Enhanced Quality Control in an Automotive Paintshop. ISWC (3) Bram Steenwinckel, Colin Soete, Pieter Moens, Joris Mussche, Sofie Van Hoecke, Femke Ongenae
2024	—	`conf`	Scalable Table-to-Knowledge Graph Matching from Metadata using LLMs. SemTab@ISWC Nathan Vandemoortele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae
2024	—	`conf`	Unlocking the Potential of mHealth for Smoking Cessation: An Expert Viewpoint. HCI (54) Arian Kashefi, Kyana Bosschaerts, Stephen L. Murphy, Sofie Van Hoecke, Mariek Vanden Abeele, Lieven De Marez, Femke Ongenae, Peter Conradie
2023	—	`conf`	Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI Thomas T. Kok, Willemijn Groenendaal, Dolores Blanco-Almazán, Lien Lijnen, Christophe Smeets, David Ruttens, John F. Morales, Tom Dhaene, Femke Ongenae, Sofie Van Hoecke, Dirk Deschrijver
2023	J	`jnl`	Context-aware deep learning with dynamically assembled weight matrices. Inf. Fusion David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
2023	J	`jnl`	Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design. Semantic Web Mathias De Brouwer, Bram Steenwinckel, Ziye Fang, Marija Stojchevska, Pieter Bonte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2023	J	`jnl`	Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines. CoRR Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke
2023	J	`jnl`	Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. Biomed. Signal Process. Control. M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke
2023	C	`conf`	Edge Anomaly Detection Framework for AIOps in Cloud and IoT. CLOSER Pieter Moens, Bavo Andriessen, Merlijn Sebrechts, Bruno Volckaert, Sofie Van Hoecke
2023	J	`jnl`	From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization. Sensors Marija Stojchevska, Mathias De Brouwer, Martijn Courteaux, Femke Ongenae, Sofie Van Hoecke
2023	J	`jnl`	Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients. Int. J. Medical Informatics Jarne Verhaeghe, Thomas De Corte, Christopher M. Sauer, Tom Hendriks, Olivier W. M. Thijssens, Femke Ongenae, Paul W. G. Elbers, Jan J. De Waele, Sofie Van Hoecke
2023	—	`conf`	LDESTS: Enabling Efficient Storage and Querying of Large Volumes of Time Series Data on Solid Pods. ISWC (Posters/Demos/Industry) Tom Windels, Wout Slabbinck, Pieter Bonte, Stijn Verstichel, Pieter Colpaert, Sofie Van Hoecke, Femke Ongenae
2023	—	`conf`	MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. IEEE VIS (Short Papers) Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke
2023	J	`jnl`	MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. CoRR M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke
2023	J	`jnl`	Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. IEEE Trans. Neural Networks Learn. Syst. David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
2023	J	`jnl`	Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings. Sensors Jelle Vanhaeverbeke, Emiel Deprost, Pieter Bonte, Matthias Strobbe, Jelle Nelis, Bruno Volckaert, Femke Ongenae, Steven Verstockt, Sofie Van Hoecke
2023	J	`jnl`	TALK: Tracking Activities by Linking Knowledge. Eng. Appl. Artif. Intell. Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2023	—	`conf`	Tree Visualization of Patient Information for Explainability of AI Outputs. VOILA@ISWC Sandeep Ramachandra, David Vander Mijnsbrugge, Pieter-Jan Lammertyn, Stijn Dupulthys, Femke Ongenae, Sofie Van Hoecke
2023	J	`jnl`	Variable Length Motif Discovery in Time Series Data. IEEE Access Matthias Van Onsem, Veerle Ledoux, W. Mélange, Dennis Dreesen, Sofie Van Hoecke
2023	J	`jnl`	tsdownsample: high-performance time series downsampling for scalable visualization. CoRR M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke
2022	J	`jnl`	A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation. Sensors Diego Nieves Avendano, Nathan Vandermoortele, Colin Soete, Pieter Moens, Agusmian Partogi Ompusunggu, Dirk Deschrijver, Sofie Van Hoecke
2022	J	`jnl`	Assessing the added value of context during stress detection from wearable data. BMC Medical Informatics Decis. Mak. Marija Stojchevska, Bram Steenwinckel, Jonas Van Der Donckt, Mathias De Brouwer, Annelies Goris, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2022	—	`conf`	Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. PervasiveHealth Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, M. Jeroen Van Der Donckt, Jelle Nelis, Joeri Ruyssinck, Joachim van der Herten, Koen Casier, Jan Van Ooteghem, Pieter Crombez, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2022	—	`conf`	Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. PervasiveHealth Kyana Bosschaerts, Jeroen Stragier, Bram Steenwinckel, Lieven De Marez, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. BMC Medical Informatics Decis. Mak. Jarne Verhaeghe, Sofie A. M. Dhaese, Thomas De Corte, David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain G. Verstraete, Véronique Stoven, Pieter Colin, Femke Ongenae, Jan J. De Waele, Sofie Van Hoecke
2022	J	`jnl`	Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. CoRR M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke
2022	J	`jnl`	Hierarchical pattern matching for anomaly detection in time series. Comput. Commun. Matthias Van Onsem, Dieter De Paepe, Sander Vanden Hautte, Pieter Bonte, Veerle Ledoux, Annelies Lejon, Femke Ongenae, Dennis Dreesen, Sofie Van Hoecke
2022	B	`conf`	Leak localization in Water Distribution Networks By Directly Fitting the Learning Parameters of a Gaussian Naive Bayes Classifier. IEEE Big Data Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke
2022	J	`jnl`	Perfectly predicting ICU length of stay: too good to be true. CoRR Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke
2022	—	`conf`	Plotly-Resampler: Effective Visual Analytics for Large Time Series. IEEE VIS (Short Papers) Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke
2022	J	`jnl`	Plotly-Resampler: Effective Visual Analytics for Large Time Series. CoRR Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke
2022	—	`conf`	Powershap: A Power-Full Shapley Feature Selection Method. ECML/PKDD (1) Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke
2022	J	`jnl`	Powershap: A Power-full Shapley Feature Selection Method. CoRR Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke
2022	J	`jnl`	R-GCN: The R Could Stand for Random. CoRR Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke
2022	—	`conf`	Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. WWW (Companion Volume) Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Filip De Turck, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. BMC Medical Informatics Decis. Mak. Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Jasper Vaneessen, Filip De Turck, Bruno Volckaert, Paul Boon, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae
2022	J	`jnl`	tsflex: Flexible time series processing & feature extraction. SoftwareX Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke
2021	J	`jnl`	Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations. IEEE Trans. Ind. Informatics Tamir Mazaev, Guillaume Crevecoeur, Sofie Van Hoecke
2021	J	`jnl`	FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning. Future Gener. Comput. Syst. Bram Steenwinckel, Dieter De Paepe, Sander Vanden Hautte, Pieter Heyvaert, Mohamed Bentefrit, Pieter Moens, Anastasia Dimou, Bruno Van Den Bossche, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
2021	—	`ed.`	Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part V ECML/PKDD (5) Yuxiao Dong, Georgiana Ifrim, Dunja Mladenic, Craig Saunders, Sofie Van Hoecke
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
2021	J	`jnl`	tsflex: flexible time series processing & feature extraction. CoRR Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke
2020	J	`jnl`	A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies. Sensors Sander Vanden Hautte, Pieter Moens, Joachim Van Herwegen, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Femke Ongenae, Sofie Van Hoecke
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	A*	`conf`	Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile. ICDM Dieter De Paepe, Sofie Van Hoecke
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
2020	J	`jnl`	Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications. Sensors Pieter Moens, Vincent Bracke, Colin Soete, Sander Vanden Hautte, Diego Nieves Avendano, Ted Ooijevaar, Steven Devos, Bruno Volckaert, Sofie Van Hoecke
2020	—	`conf`	Unsupervised Anomaly Detection for Communication Networks: An Autoencoder Approach. IoT Streams/ITEM@PKDD/ECML Pieter Bonte, Sander Vanden Hautte, Annelies Lejon, Veerle Ledoux, Filip De Turck, Sofie Van Hoecke, Femke Ongenae
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	—	`conf`	Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism. AIM Wannes De Groote, Edward Kikken, Srajan Goyal, Sofie Van Hoecke, Erik Hostens, Guillaume Crevecoeur
2019	—	`conf`	Implications of Z-Normalization in the Matrix Profile. ICPRAM (Revised Selected Papers) Dieter De Paepe, Diego Nieves Avendano, Sofie Van Hoecke
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	—	`conf`	NAOMI: INformation Application fOr Relatives of Patients AdMitted to the ICU. ISWC (Satellites) Femke Ongenae, Iman Cocquyt, Kevin Claerhout, Kirsten Colpaert, Sofie Van Hoecke
2019	J	`jnl`	Neural Network Augmented Physics Models for Systems with Partially Unknown Dynamics: Application to Slider-Crank Mechanism. CoRR Wannes De Groote, Edward Kikken, Erik Hostens, Sofie Van Hoecke, Guillaume Crevecoeur
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	—	`conf`	Data-driven Optimization of Energy Efficiency and Comfort in an Apartment. IEEE Conf. on Intelligent Systems Diego Nieves Avendano, Joeri Ruyssinck, Steven Vandekerckhove, Sofie Van Hoecke, Dirk Deschrijver
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	J	`jnl`	The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents: A cluster-randomized controlled trial. Comput. Hum. Behav. Ann DeSmet, Sara Bastiaensens, Katrien Van Cleemput, Karolien Poels, Heidi Vandebosch, G. Deboutte, Laura Herrewijn, Steven Malliet, Sara Pabian, Frederik Van Broeckhoven, Olga De Troyer, Gaetan Deglorie, Sofie Van Hoecke, Koen Samyn, Ilse De Bourdeaudhuij
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`	Extensible Multi-domain Generation of Virtual Worlds using Blackboards. VISIGRAPP (1: GRAPP) Gaetan Deglorie, Rian Goossens, Sofie Van Hoecke, Peter Lambert
2017	J	`jnl`	The pragmatic proof: Hypermedia API composition and execution. Theory Pract. Log. Program. Ruben Verborgh, Dörthe Arndt, Sofie Van Hoecke, Jos De Roo, Giovanni Mels, Thomas Steiner, Joaquim Gabarró
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
2015	—	`conf`	Generating Non-linear Narrative for Serious Games with Scenario Templates. GRAPP Koen Samyn, Gaetan Deglorie, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke
2015	A*	`conf`	Hyperspectral Image Classification with Convolutional Neural Networks. ACM Multimedia Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
2015	—	`conf`	Procedural Animation of Human Interaction using Inverse Kinematics and Fuzzy Logic. GRAPP Gaetan Deglorie, Koen Samyn, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke
2015	J	`jnl`	The Pragmatic Proof: Hypermedia API Composition and Execution. CoRR Ruben Verborgh, Dörthe Arndt, Sofie Van Hoecke, Jos De Roo, Giovanni Mels, Thomas Steiner, Joaquim Gabarró
2014	—	`conf`	Educational virtual game scenario generation for serious games. SeGAH Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke
2014	B	`conf`	Image-Based Road Type Classification. ICPR Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
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
2014	J	`jnl`	Multi-modal time-of-flight based fire detection. Multim. Tools Appl. Steven Verstockt, Sofie Van Hoecke, Pieterjan De Potter, Peter Lambert, Charles-Frederik Hollemeersch, Bart Sette, Bart Merci, Rik Van de Walle
2014	J	`jnl`	Real-time animation of human characters with fuzzy controllers. CoRR Koen Samyn, Sofie Van Hoecke, Bart Pieters, Charles-Frederik Hollemeersch, Aljosha Demeulemeester, 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	J	`jnl`	Video driven fire spread forecasting (f) using multi-modal LWIR and visual flame and smoke data. Pattern Recognit. Lett. Steven Verstockt, Tarek Beji, Pieterjan De Potter, Sofie Van Hoecke, Bart Sette, Bart Merci, Rik Van de Walle
2013	—	`conf`	Visitor-art interaction by motion path detection. DSP Viktor Slavkovikj, Pieterjan De Potter, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
2012	J	`jnl`	Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. J. Medical Syst. Kristof Steurbaut, Kirsten Colpaert, Sofie Van Hoecke, Sabrina Steurbaut, Chris Danneels, Johan Decruyenaere, Filip De Turck
2012	—	`conf`	Functional Composition of Sensor Web APIs. SSN Ruben Verborgh, Vincent Haerinck, Thomas Steiner, Davy Van Deursen, Sofie Van Hoecke, Jos De Roo, Rik Van de Walle, Joaquim Gabarró
2012	J	`jnl`	Silhouette-based multi-sensor smoke detection - Coverage analysis of moving object silhouettes in thermal and visual registered images. Mach. Vis. Appl. Steven Verstockt, Chris Poppe, Sofie Van Hoecke, Charles-Frederik Hollemeersch, Bart Merci, Bart Sette, Peter Lambert, Rik Van de Walle
2011	A	`conf`	Multi-sensor fire detection using visual and time-of-flight imaging. ICME Steven Verstockt, Pieterjan De Potter, Sofie Van Hoecke, Peter Lambert, Rik Van de Walle
2010	J	`jnl`	Dynamic composition of medical support services in the ICU: Platform and algorithm design details. Comput. Methods Programs Biomed. Anna Hristoskova, Dieter Moeyersoon, Sofie Van Hoecke, Stijn Verstichel, Johan Decruyenaere, Filip De Turck
2010	J	`jnl`	Has information technology finally been adopted in Flemish intensive care units? BMC Medical Informatics Decis. Mak. Kirsten Colpaert, Sem Vanbelleghem, Christian Danneels, Dominique Benoit, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Johan Decruyenaere
2010	C	`conf`	Multi-sensor Fire Detection by Fusing Visual and Non-visual Flame Features. ICISP Steven Verstockt, Alexander Vanoosthuyse, Sofie Van Hoecke, Peter Lambert, Rik Van de Walle
2010	J	`jnl`	SALSA: QoS-aware load balancing for autonomous service brokering. J. Syst. Softw. Bas Boone, Sofie Van Hoecke, Gregory van Seghbroeck, Niels Joncheere, Viviane Jonckers, Filip De Turck, Chris Develder, Bart Dhoedt
2009	—	`conf`	Automatic WS-BPEL Composition of Medical Support Services in the ICU. eTELEMED Sofie Van Hoecke, Kristof Steurbaut, Yannick Beheyt, Frederik Debruyne, Bart Dhoedt, Johan Decruyenaere, Filip De Turck
2009	—	`conf`	Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. eTELEMED Kristof Steurbaut, Sofie Van Hoecke, Kristof Taveirne, Kristof Lamont, Filip De Turck, Kirsten Colpaert, Pieter Depuydt, Dominique Benoit, Chris Danneels, Johan Decruyenaere
2008	J	`jnl`	Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. Comput. Methods Programs Biomed. Bruno Van Den Bossche, Sofie Van Hoecke, Chris Danneels, Johan Decruyenaere, Bart Dhoedt, Filip De Turck
2008	—	`conf`	Web Service Composition Using the Web Services Management Layer. WEBIST (1) Niels Joncheere, Bart Verheecke, Viviane Jonckers, Sofie Van Hoecke, Gregory van Seghbroeck, Bart Dhoedt
2007	J	`jnl`	Design of a flexible platform for execution of medical decision support agents in the intensive care unit. Comput. Biol. Medicine Filip De Turck, Johan Decruyenaere, Pieter Thysebaert, Sofie Van Hoecke, Bruno Volckaert, Chris Danneels, Kirsten Colpaert, Georges De Moor
2007	—	`conf`	Dynamic Selection of Interactive eHomeCare Services. ICPS Sofie Van Hoecke, Kristof Taveirne, Filip De Turck, Bart Dhoedt
2007	C	`conf`	Dynamic Workflow Instrumentation for Windows Workflow Foundation. ICSEA Bart J. F. De Smet, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Bart Dhoedt
2007	Misc	`conf`	Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. IDC Kristof Steurbaut, Sofie Van Hoecke, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere, Filip De Turck
2007	J	`jnl`	Ontology-driven middleware for next-generation train backbones. Sci. Comput. Program. Stijn Verstichel, Sofie Van Hoecke, Matthias Strobbe, Steven Van den Berghe, Filip De Turck, Bart Dhoedt, Piet Demeester, Frederik Vermeulen
2007	—	`conf`	Secure and Dynamic Client Environment for Interactive eHomeCare. Software Engineering Research and Practice Sofie Van Hoecke, Kristof Taveirne, Stein Desmet, Brecht Claerhout, Filip De Turck, Bart Dhoedt
2006	—	`conf`	Ontology-Driven Middleware for Next-Generation Train Backbones. Software Engineering Research and Practice Stijn Verstichel, Sofie Van Hoecke, Matthias Strobbe, Steven Van den Berghe, Filip De Turck, Frederik Vermeulen, Piet Demeester
2006	—	`conf`	Web Services-based Middleware for QoS Brokering of Media Content Delivery Services. SWWS Sofie Van Hoecke, Kristof Taveirne, Koen De Proft, Filip De Turck, Bart Dhoedt
2005	—	`conf`	Design and Implementation of a Secure Media Content Delivery Broker Architecture. ISWS Sofie Van Hoecke, Wouter Haerick, Gregory De Jans, Filip De Turck, Eric Laermans, Bart Dhoedt, Piet Demeester
2005	—	`conf`	Modeling the performance of the Web service platform using Layered Queueing Networks. Software Engineering Research and Practice Sofie Van Hoecke, Tom Verdickt, Filip De Turck, Bart Dhoedt, Piet Demeester