Design and Implementation of a Secure Media Content Delivery Broker Architecture. - Sofie Van Hoecke; Wouter Haerick; Gregory De Jans; Filip De Turck; Eric Laermans; Bart Dhoedt; Piet Demeester (ISWS, 2005)

Modeling the performance of the Web service platform using Layered Queueing Networks. - Sofie Van Hoecke; Tom Verdickt; Filip De Turck; Bart Dhoedt; Piet Demeester (Software Engineering Research and Practice, 2005)

Ontology-Driven Middleware for Next-Generation Train Backbones. - Stijn Verstichel; Sofie Van Hoecke; Matthias Strobbe; Steven Van den Berghe; Filip De Turck; Frederik Vermeulen; Piet Demeester (Software Engineering Research and Practice, 2006)

Web Services-based Middleware for QoS Brokering of Media Content Delivery Services. - Sofie Van Hoecke; Kristof Taveirne; Koen De Proft; Filip De Turck; Bart Dhoedt (SWWS, 2006)

Dynamic Selection of Interactive eHomeCare Services. - Sofie Van Hoecke; Kristof Taveirne; Filip De Turck; Bart Dhoedt (ICPS, 2007)

Dynamic Workflow Instrumentation for Windows Workflow Foundation. - Bart J. F. De Smet; Kristof Steurbaut; Sofie Van Hoecke; Filip De Turck; Bart Dhoedt (ICSEA, 2007)

Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. - Kristof Steurbaut; Sofie Van Hoecke; Kirsten Colpaert; Chris Danneels; Johan Decruyenaere; Filip De Turck (IDC, 2007)

Secure and Dynamic Client Environment for Interactive eHomeCare. - Sofie Van Hoecke; Kristof Taveirne; Stein Desmet; Brecht Claerhout; Filip De Turck; Bart Dhoedt (Software Engineering Research and Practice, 2007)

Design of a flexible platform for execution of medical decision support agents in the intensive care unit. - Filip De Turck; Johan Decruyenaere; Pieter Thysebaert; Sofie Van Hoecke; Bruno Volckaert; Chris Danneels; Kirsten Colpaert; Georges De Moor (Comput. Biol. Medicine, 2007)

Ontology-driven middleware for next-generation train backbones. - Stijn Verstichel; Sofie Van Hoecke; Matthias Strobbe; Steven Van den Berghe; Filip De Turck; Bart Dhoedt; Piet Demeester; Frederik Vermeulen (Sci. Comput. Program., 2007)

Web Service Composition Using the Web Services Management Layer. - Niels Joncheere; Bart Verheecke; Viviane Jonckers; Sofie Van Hoecke; Gregory van Seghbroeck; Bart Dhoedt (WEBIST (1), 2008)

Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. - Bruno Van Den Bossche; Sofie Van Hoecke; Chris Danneels; Johan Decruyenaere; Bart Dhoedt; Filip De Turck (Comput. Methods Programs Biomed., 2008)

Automatic WS-BPEL Composition of Medical Support Services in the ICU. - Sofie Van Hoecke; Kristof Steurbaut; Yannick Beheyt; Frederik Debruyne; Bart Dhoedt; Johan Decruyenaere; Filip De Turck (eTELEMED, 2009)

Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. - Kristof Steurbaut; Sofie Van Hoecke; Kristof Taveirne; Kristof Lamont; Filip De Turck; Kirsten Colpaert; Pieter Depuydt; Dominique Benoit; Chris Danneels; Johan Decruyenaere (eTELEMED, 2009)

Multi-sensor Fire Detection by Fusing Visual and Non-visual Flame Features. - Steven Verstockt; Alexander Vanoosthuyse; Sofie Van Hoecke; Peter Lambert; Rik Van de Walle (ICISP, 2010)

Dynamic composition of medical support services in the ICU: Platform and algorithm design details. - Anna Hristoskova; Dieter Moeyersoon; Sofie Van Hoecke; Stijn Verstichel; Johan Decruyenaere; Filip De Turck (Comput. Methods Programs Biomed., 2010)

SALSA: QoS-aware load balancing for autonomous service brokering. - Bas Boone; Sofie Van Hoecke; Gregory van Seghbroeck; Niels Joncheere; Viviane Jonckers; Filip De Turck; Chris Develder; Bart Dhoedt (J. Syst. Softw., 2010)

Has information technology finally been adopted in Flemish intensive care units? - Kirsten Colpaert; Sem Vanbelleghem; Christian Danneels; Dominique Benoit; Kristof Steurbaut; Sofie Van Hoecke; Filip De Turck; Johan Decruyenaere (BMC Medical Informatics Decis. Mak., 2010)

Multi-sensor fire detection using visual and time-of-flight imaging. - Steven Verstockt; Pieterjan De Potter; Sofie Van Hoecke; Peter Lambert; Rik Van de Walle (ICME, 2011)

Functional Composition of Sensor Web APIs. - Ruben Verborgh; Vincent Haerinck; Thomas Steiner; Davy Van Deursen; Sofie Van Hoecke; Jos De Roo; Rik Van de Walle; Joaquim Gabarró (SSN, 2012)

Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. - Kristof Steurbaut; Kirsten Colpaert; Sofie Van Hoecke; Sabrina Steurbaut; Chris Danneels; Johan Decruyenaere; Filip De Turck (J. Medical Syst., 2012)

Silhouette-based multi-sensor smoke detection - Coverage analysis of moving object silhouettes in thermal and visual registered images. - Steven Verstockt; Chris Poppe; Sofie Van Hoecke; Charles-Frederik Hollemeersch; Bart Merci; Bart Sette; Peter Lambert; Rik Van de Walle (Mach. Vis. Appl., 2012)

Real-time emotion classification of Tweets. - Olivier Janssens; Maarten Slembrouck; Steven Verstockt; Sofie Van Hoecke; Rik Van de Walle (ASONAM, 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 (EUSIPCO, 2013)

Visitor-art interaction by motion path detection. - Viktor Slavkovikj; Pieterjan De Potter; Steven Verstockt; Wesley De Neve; Sofie Van Hoecke; Rik Van de Walle (DSP, 2013)

Spatio-temporal Video Retrieval by Animated Sketching. - Steven Verstockt; Olivier Janssens; Sofie Van Hoecke; Rik Van de Walle (VISAPP (1), 2013)

Video driven fire spread forecasting (f) using multi-modal LWIR and visual flame and smoke data. - Steven Verstockt; Tarek Beji; Pieterjan De Potter; Sofie Van Hoecke; Bart Sette; Bart Merci; Rik Van de Walle (Pattern Recognit. Lett., 2013)

Image-Based Road Type Classification. - Viktor Slavkovikj; Steven Verstockt; Wesley De Neve; Sofie Van Hoecke; Rik Van de Walle (ICPR, 2014)

Influence of Weak Labels for Emotion Recognition of Tweets. - Olivier Janssens; Steven Verstockt; Erik Mannens; Sofie Van Hoecke; Rik Van de Walle (MIKE, 2014)

Educational virtual game scenario generation for serious games. - Olivier Janssens; Koen Samyn; Rik Van de Walle; Sofie Van Hoecke (SeGAH, 2014)

Real-time animation of human characters with fuzzy controllers. - Koen Samyn; Sofie Van Hoecke; Bart Pieters; Charles-Frederik Hollemeersch; Aljosha Demeulemeester; Rik Van de Walle (CoRR, 2014)

Multi-modal time-of-flight based fire detection. - Steven Verstockt; Sofie Van Hoecke; Pieterjan De Potter; Peter Lambert; Charles-Frederik Hollemeersch; Bart Sette; Bart Merci; Rik Van de Walle (Multim. Tools Appl., 2014)

Procedural Animation of Human Interaction using Inverse Kinematics and Fuzzy Logic. - Gaetan Deglorie; Koen Samyn; Peter Lambert; Rik Van de Walle; Sofie Van Hoecke (GRAPP, 2015)

Generating Non-linear Narrative for Serious Games with Scenario Templates. - Koen Samyn; Gaetan Deglorie; Peter Lambert; Rik Van de Walle; Sofie Van Hoecke (GRAPP, 2015)

Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services. - Sofie Van Hoecke; Cynric Huys; Olivier Janssens; Ruben Verborgh; Rik Van de Walle (IoT 360 (2), 2015)

Hyperspectral Image Classification with Convolutional Neural Networks. - Viktor Slavkovikj; Steven Verstockt; Wesley De Neve; Sofie Van Hoecke; Rik Van de Walle (ACM Multimedia, 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 (SGAMES, 2015)

A Learning Based Approach for Real-Time Emotion Classification of Tweets. - Olivier Janssens; Rik Van de Walle; Sofie Van Hoecke (Applications of Social Media and Social Network Analysis, 2015)

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 (CCA, 2016)

GENESIM: genetic extraction of a single, interpretable model. - Gilles Vandewiele; Olivier Janssens; Femke Ongenae; Filip De Turck; Sofie Van Hoecke (CoRR, 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)

Extensible Multi-domain Generation of Virtual Worlds using Blackboards. - Gaetan Deglorie; Rian Goossens; Sofie Van Hoecke; Peter Lambert (VISIGRAPP (1: GRAPP), 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 (PAKDD (Workshops), 2017)

The pragmatic proof: Hypermedia API composition and execution. - Ruben Verborgh; Dörthe Arndt; Sofie Van Hoecke; Jos De Roo; Giovanni Mels; Thomas Steiner; Joaquim Gabarró (Theory Pract. Log. Program., 2017)

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 (BIBM, 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 (EMBC, 2018)

Data-driven Optimization of Energy Efficiency and Comfort in an Apartment. - Diego Nieves Avendano; Joeri Ruyssinck; Steven Vandekerckhove; Sofie Van Hoecke; Dirk Deschrijver (IEEE Conf. on Intelligent Systems, 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 (SSN@ISWC, 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 (ISWC (P&D/Industry/BlueSky), 2018)

The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents: A cluster-randomized controlled trial. - 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; et al. (Comput. Hum. Behav., 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)

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)

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 001; Olivier Janssens; Sofie Van Hoecke; Stephan Claes; Ilse Van Diest; Chris Van Hoof (npj Digit. Medicine, 2018)

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 (AIME, 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 (AIME, 2019)

Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism. - Wannes De Groote; Edward Kikken; Srajan Goyal; Sofie Van Hoecke; Erik Hostens; Guillaume Crevecoeur (AIM, 2019)

Implications of Z-Normalization in the Matrix Profile. - Dieter De Paepe; Diego Nieves Avendano; Sofie Van Hoecke (ICPRAM (Revised Selected Papers), 2019)

Eliminating Noise in the Matrix Profile. - Dieter De Paepe; Olivier Janssens; Sofie Van Hoecke (ICPRAM, 2019)

Interpretable detection of unstable smart TV usage from power state logs. - Tamir Mazaev; Olivier Janssens; Dirk Van Gheel; Lieve Lanoye; Sofie Van Hoecke (ICDM, 2019)

NAOMI: INformation Application fOr Relatives of Patients AdMitted to the ICU. - Femke Ongenae; Iman Cocquyt; Kevin Claerhout; Kirsten Colpaert; Sofie Van Hoecke (ISWC (Satellites), 2019)

Neural Network Augmented Physics Models for Systems with Partially Unknown Dynamics: Application to Slider-Crank Mechanism. - Wannes De Groote; Edward Kikken; Erik Hostens; Sofie Van Hoecke; Guillaume Crevecoeur (CoRR, 2019)

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery. - Olivier Janssens; Mia Loccufier; Sofie Van Hoecke (IEEE Trans. Ind. Informatics, 2019)

Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile. - Dieter De Paepe; Sofie Van Hoecke (ICDM, 2020)

Unsupervised Anomaly Detection for Communication Networks: An Autoencoder Approach. - Pieter Bonte; Sander Vanden Hautte; Annelies Lejon; Veerle Ledoux; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (IoT Streams/ITEM@PKDD/ECML, 2020)

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. - Gilles Vandewiele; Isabelle Dehaene; György Kovács 002; Lucas Sterckx; Olivier Janssens; Femke Ongenae; Femke De Backere; Filip De Turck; Kristien Roelens; Johan Decruyenaere; Sofie Van Hoecke; Thomas Demeester (CoRR, 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)

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 Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies. - Sander Vanden Hautte; Pieter Moens; Joachim Van Herwegen; Dieter De Paepe; Bram Steenwinckel; Stijn Verstichel; Femke Ongenae; Sofie Van Hoecke (Sensors, 2020)

Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications. - Pieter Moens; Vincent Bracke; Colin Soete; Sander Vanden Hautte; Diego Nieves Avendano; Ted Ooijevaar; Steven Devos; Bruno Volckaert; Sofie Van Hoecke (Sensors, 2020)

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. - Gilles Vandewiele; Isabelle Dehaene; György Kovács 002; 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)

FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning. - 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 (Future Gener. Comput. Syst., 2021)

Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations. - Tamir Mazaev; Guillaume Crevecoeur; Sofie Van Hoecke (IEEE Trans. Ind. Informatics, 2021)

Leak localization in Water Distribution Networks By Directly Fitting the Learning Parameters of a Gaussian Naive Bayes Classifier. - Ganjour Mazaev; Michael Weyns; Filip Vancoillie; Guido Vaes; Femke Ongenae; Sofie Van Hoecke (IEEE Big Data, 2022)

Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. - Kyana Bosschaerts; Jeroen Stragier; Bram Steenwinckel; Lieven De Marez; Sofie Van Hoecke; Femke Ongenae (PervasiveHealth, 2022)

Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. - 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; et al. (PervasiveHealth, 2022)

Powershap: A Power-Full Shapley Feature Selection Method. - Jarne Verhaeghe; M. Jeroen Van Der Donckt; Femke Ongenae; Sofie Van Hoecke (ECML/PKDD (1), 2022)

Plotly-Resampler: Effective Visual Analytics for Large Time Series. - Jonas Van Der Donckt; Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (IEEE VIS (Short Papers), 2022)

Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. - 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 (WWW (Companion Volume), 2022)

Hierarchical pattern matching for anomaly detection in time series. - Matthias Van Onsem; Dieter De Paepe; Sander Vanden Hautte; Pieter Bonte; Veerle Ledoux; Annelies Lejon; Femke Ongenae; Dennis Dreesen; Sofie Van Hoecke (Comput. Commun., 2022)

R-GCN: The R Could Stand for Random. - Vic Degraeve; Gilles Vandewiele; Femke Ongenae; Sofie Van Hoecke (CoRR, 2022)

Plotly-Resampler: Effective Visual Analytics for Large Time Series. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (CoRR, 2022)

Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (CoRR, 2022)

Perfectly predicting ICU length of stay: too good to be true. - Sandeep Ramachandra; Gilles Vandewiele; David Vander Mijnsbrugge; Femke Ongenae; Sofie Van Hoecke (CoRR, 2022)

mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. - Mathias De Brouwer; Nicolas Vandenbussche; Bram Steenwinckel; Marija Stojchevska; Jonas Van Der Donckt; Vic Degraeve; Jasper Vaneessen; Filip De Turck; Bruno Volckaert; Paul Boon 001; Koen Paemeleire; Sofie Van Hoecke; et al. (BMC Medical Informatics Decis. Mak., 2022)

Assessing the added value of context during stress detection from wearable data. - Marija Stojchevska; Bram Steenwinckel; Jonas Van Der Donckt; Mathias De Brouwer; Annelies Goris; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (BMC Medical Informatics Decis. Mak., 2022)

Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. - 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 (BMC Medical Informatics Decis. Mak., 2022)

A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation. - Diego Nieves Avendano; Nathan Vandermoortele; Colin Soete; Pieter Moens; Agusmian Partogi Ompusunggu; Dirk Deschrijver; Sofie Van Hoecke (Sensors, 2022)

tsflex: Flexible time series processing & feature extraction. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Emiel Deprost; Sofie Van Hoecke (SoftwareX, 2022)

Edge Anomaly Detection Framework for AIOps in Cloud and IoT. - Pieter Moens; Bavo Andriessen; Merlijn Sebrechts; Bruno Volckaert; Sofie Van Hoecke (CLOSER, 2023)

Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. - 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 (KDH@IJCAI, 2023)

Tree Visualization of Patient Information for Explainability of AI Outputs. - Sandeep Ramachandra; David Vander Mijnsbrugge; Pieter-Jan Lammertyn; Stijn Dupulthys; Femke Ongenae; Sofie Van Hoecke (VOILA@ISWC, 2023)

LDESTS: Enabling Efficient Storage and Querying of Large Volumes of Time Series Data on Solid Pods. - Tom Windels; Wout Slabbinck; Pieter Bonte; Stijn Verstichel; Pieter Colpaert; Sofie Van Hoecke; Femke Ongenae (ISWC (Posters/Demos/Industry), 2023)

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (IEEE VIS (Short Papers), 2023)

Variable Length Motif Discovery in Time Series Data. - Matthias Van Onsem; Veerle Ledoux; W. Mélange; Dennis Dreesen; Sofie Van Hoecke (IEEE Access, 2023)

Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines. - Jonas Van Der Donckt; M. Jeroen Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (CoRR, 2023)

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Michaël Rademaker; Sofie Van Hoecke (CoRR, 2023)

tsdownsample: high-performance time series downsampling for scalable visualization. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (CoRR, 2023)

TALK: Tracking Activities by Linking Knowledge. - Bram Steenwinckel; Mathias De Brouwer; Marija Stojchevska; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (Eng. Appl. Artif. Intell., 2023)

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design. - Mathias De Brouwer; Bram Steenwinckel; Ziye Fang; Marija Stojchevska; Pieter Bonte; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (Semantic Web, 2023)

From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization. - Marija Stojchevska; Mathias De Brouwer; Martijn Courteaux; Femke Ongenae; Sofie Van Hoecke (Sensors, 2023)

Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. - M. Jeroen Van Der Donckt; Jonas Van Der Donckt; Emiel Deprost; Nicolas Vandenbussche; Michaël Rademaker; Gilles Vandewiele; Sofie Van Hoecke (Biomed. Signal Process. Control., 2023)

Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings. - Jelle Vanhaeverbeke; Emiel Deprost; Pieter Bonte; Matthias Strobbe; Jelle Nelis; Bruno Volckaert; Femke Ongenae; Steven Verstockt; Sofie Van Hoecke (Sensors, 2023)

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients. - 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 (Int. J. Medical Informatics, 2023)

Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. - David Vander Mijnsbrugge; Femke Ongenae; Sofie Van Hoecke (IEEE Trans. Neural Networks Learn. Syst., 2023)

Context-aware deep learning with dynamically assembled weight matrices. - David Vander Mijnsbrugge; Femke Ongenae; Sofie Van Hoecke (Inf. Fusion, 2023)

Conformal Predictive Systems Under Covariate Shift. - Jef Jonkers; Glenn Van Wallendael; Luc Duchateau; Sofie Van Hoecke (COPA, 2024)

Unlocking the Potential of mHealth for Smoking Cessation: An Expert Viewpoint. - Arian Kashefi; Kyana Bosschaerts; Stephen Murphy; Sofie Van Hoecke; Mariek Vanden Abeele; Lieven De Marez; Femke Ongenae; Peter Conradie (HCI (54), 2024)

Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients. - Jarne Verhaeghe; Thomas De Corte; Jan J. De Waele; Femke Ongenae; Sofie Van Hoecke (ICMHI, 2024)

Scalable Table-to-Knowledge Graph Matching from Metadata using LLMs. - Nathan Vandemoortele; Bram Steenwinckel; Sofie Van Hoecke; Femke Ongenae (SemTab@ISWC, 2024)

Quality in Color: Using Knowledge Graphs for Enhanced Quality Control in an Automotive Paintshop. - Bram Steenwinckel; Colin Soete; Pieter Moens; Joris Mussche; Sofie Van Hoecke; Femke Ongenae (ISWC (3), 2024)

A semi-supervised anomaly detection approach for detecting mechanical failures. - Colin Soete; Michaël Rademaker; Sofie Van Hoecke (Artif. Intell. Eng. Des. Anal. Manuf., 2024)

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. - 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 (CoRR, 2024)

Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects. - Jef Jonkers; Jarne Verhaeghe; Glenn Van Wallendael; Luc Duchateau; Sofie Van Hoecke (CoRR, 2024)

Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (CoRR, 2024)

Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection. - Jonas Van Der Donckt; Jeroen Van Der Donckt; Sofie Van Hoecke (CoRR, 2024)

Conformal Prediction for Dose-Response Models with Continuous Treatments. - Jarne Verhaeghe; Jef Jonkers; Sofie Van Hoecke (CoRR, 2024)

Benchmarking Whole Knowledge Graph Embedding Techniques. - Pieter Bonte; Sander Vanden Hautte; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (Int. J. Softw. Eng. Knowl. Eng., 2024)

Anomaly Detection on Dynamic Knowledge Graphs. - Pieter Moens; Bram Steenwinckel; Femke Ongenae; Bruno Volckaert; Sofie Van Hoecke (Zenodo, 2024)

Another Brick in the Wall: Leveraging Feature Extraction and Ensemble Learning for Building Data Classification. - Bram Steenwinckel; Sofie Van Hoecke; Femke Ongenae (WWW (Companion Volume), 2025)

Feedback-Driven Pattern Matching in Time Series Data. - Matthias Van Onsem; Veerle Ledoux; W. Mélange; Dennis Dreesen; Sofie Van Hoecke (IEEE Access, 2025)

Cross-Room CO2-Based Presence Detection for Occupancy Profiling. - Jelle Vanhaeverbeke; Emiel Deprost; Steven Verstockt; Sofie Van Hoecke (IEEE Access, 2025)

RR-GCN: Exploring Untrained Random Embeddings for Relational Graphs. - Sandeep Ramachandra; Vic Degraeve; Gilles Vandewiele; Bram Steenwinckel; Sofie Van Hoecke; Femke Ongenae (Int. J. Softw. Eng. Knowl. Eng., 2025)

Explainable knowledge graph embeddings for industrial process monitoring & control. - Michael Weyns; Thibault Blyau; Bram Steenwinckel; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (Inf. Fusion, 2025)

tsdownsample: High-performance time series downsampling for scalable visualization. - Jeroen Van Der Donckt; Jonas Van Der Donckt; Sofie Van Hoecke (SoftwareX, 2025)

landmarker: A Toolkit for Anatomical Landmark Localization in 2D/3D Images. - Jef Jonkers; Luc Duchateau; Glenn Van Wallendael; Sofie Van Hoecke (SoftwareX, 2025)

From Haystack to Needle: Label Space Reduction for Zero-shot Classification. - Nathan Vandemoortele; Bram Steenwinckel; Femke Ongenae; Sofie Van Hoecke (CoRR, 2025)

Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction. - Jef Jonkers; Frank Coopman; Luc Duchateau; Glenn Van Wallendael; Sofie Van Hoecke (CoRR, 2025)

Interpretable machine learning models for COPD ease of breathing estimation. - Thomas T. Kok; John F. Morales; Dirk Deschrijver; Dolores Blanco-Almazán; Willemijn Groenendaal; David Ruttens; Christophe Smeets; Vojkan Mihajlovic; Femke Ongenae; Sofie Van Hoecke (Medical Biol. Eng. Comput., 2025)

VisCARS: Knowledge Graph-Based Context-Aware Recommender System for Time-Series Data Visualization and Monitoring Dashboards. - Pieter Moens; Bruno Volckaert; Sofie Van Hoecke (IEEE Trans. Vis. Comput. Graph., 2025)

Enabling Cross-Context Learning with Knowledge Graphs for Anomaly Detection in Communications Networks. - Michael Weyns; Sander Vanden Hautte; Annelies Lejon; Veerle Ledoux; Pieter Bonte; Filip De Turck; Sofie Van Hoecke; Femke Ongenae (J. Netw. Syst. Manag., 2025)

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up. - Marija Stojchevska; Jonas Van Der Donckt; Nicolas Vandenbussche; Mathias De Brouwer; Koen Paemeleire; Femke Ongenae; Sofie Van Hoecke (BMC Medical Informatics Decis. Mak., 2025)