Sofie Van Hoecke

According to our database, Sofie Van Hoecke authored at least 108 papers between 2005 and 2024.

Collaborative distances:

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

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., January, 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

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

2023

Context-aware deep learning with dynamically assembled weight matrices.

David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

Inf. Fusion, December, 2023

Parameter Efficient Neural Networks With Singular Value Decomposed Kernels.

David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke

IEEE Trans. Neural Networks Learn. Syst., September, 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, July, 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, March, 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., March, 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

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

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

tsdownsample: high-performance time series downsampling for scalable visualization.

M. Jeroen Van Der Donckt, Jonas Van Der Donckt, 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

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

Variable Length Motif Discovery in Time Series Data.

Matthias Van Onsem, Veerle Ledoux, W. Mélange, Dennis Dreesen, Sofie Van Hoecke

IEEE Access, 2023

MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB.

Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 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

Proceedings of the ISWC 2023 Posters, 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

Proceedings of the 8th International Workshop on the Visualization and Interaction for Ontologies, 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

Proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

Edge Anomaly Detection Framework for AIOps in Cloud and IoT.

Pieter Moens, Bavo Andriessen, Merlijn Sebrechts, Bruno Volckaert, Sofie Van Hoecke

Proceedings of the 13th International Conference on Cloud Computing and Services Science, 2023

2022

tsflex: Flexible time series processing & feature extraction.

Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke

SoftwareX, 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

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

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

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, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae

BMC Medical Informatics Decis. Mak., 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

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

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

R-GCN: The R Could Stand for Random.

Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke

CoRR, 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

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

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Plotly-Resampler: Effective Visual Analytics for Large Time Series.

Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Powershap: A Power-Full Shapley Feature Selection Method.

Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 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, Femke Ongenae

Proceedings of the Pervasive Computing Technologies for Healthcare, 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

Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

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

Proceedings of the IEEE International Conference on Big Data, 2022

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

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

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

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

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

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

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

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile.

Dieter De Paepe, Sofie Van Hoecke

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

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

Olivier Janssens, Mia Loccufier, Sofie Van Hoecke

IEEE Trans. Ind. Informatics, 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

NAOMI: INformation Application fOr Relatives of Patients AdMitted to the ICU.

Femke Ongenae, Iman Cocquyt, Kevin Claerhout, Kirsten Colpaert, Sofie Van Hoecke

Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 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

Implications of Z-Normalization in the Matrix Profile.

Dieter De Paepe, Diego Nieves Avendano, Sofie Van Hoecke

Proceedings of the Pattern Recognition Applications and Methods, 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

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 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

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, Sofie Van Hoecke, Koen Samyn, Ilse De Bourdeaudhuij

Comput. Hum. Behav., 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

Data-driven Optimization of Energy Efficiency and Comfort in an Apartment.

Diego Nieves Avendano, Joeri Ruyssinck, Steven Vandekerckhove, Sofie Van Hoecke, Dirk Deschrijver

Proceedings of the 9th IEEE International Conference on Intelligent Systems, 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

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

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

Extensible Multi-domain Generation of Virtual Worlds using Blackboards.

Gaetan Deglorie, Rian Goossens, Sofie Van Hoecke, Peter Lambert

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 1: GRAPP, Porto, Portugal, February 27, 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

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

Hyperspectral Image Classification with Convolutional Neural Networks.

Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 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

Generating Non-linear Narrative for Serious Games with Scenario Templates.

Koen Samyn, Gaetan Deglorie, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke

Proceedings of the GRAPP 2015, 2015

Procedural Animation of Human Interaction using Inverse Kinematics and Fuzzy Logic.

Gaetan Deglorie, Koen Samyn, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke

Proceedings of the GRAPP 2015, 2015

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

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

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

Image-Based Road Type Classification.

Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

Spatio-temporal Video Retrieval by Animated Sketching.

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

Proceedings of the VISAPP 2013, 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

Proceedings of the 18th International Conference on Digital Signal Processing, 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

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

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

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

Proceedings of the 5th International Workshop on Semantic Sensor Networks, 2012

2011

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

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

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

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

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

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

Proceedings of the Image and Signal Processing, 4th International Conference, 2010

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

Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine, 2009

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

Proceedings of the International Conference on eHealth, Telemedicine, and Social Medicine, 2009

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

Web Service Composition Using the Web Services Management Layer.

Niels Joncheere, Bart Verheecke, Viviane Jonckers, Sofie Van Hoecke, Gregory van Seghbroeck, Bart Dhoedt

Proceedings of the WEBIST 2008, 2008

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

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

Secure and Dynamic Client Environment for Interactive eHomeCare.

Sofie Van Hoecke, Kristof Taveirne, Stein Desmet, Brecht Claerhout, Filip De Turck, Bart Dhoedt

Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 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

Proceedings of the Advances in Intelligent and Distributed Computing, 2007

Dynamic Workflow Instrumentation for Windows Workflow Foundation.

Bart J. F. De Smet, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Bart Dhoedt

Proceedings of the Second International Conference on Software Engineering Advances (ICSEA 2007), 2007

Dynamic Selection of Interactive eHomeCare Services.

Sofie Van Hoecke, Kristof Taveirne, Filip De Turck, Bart Dhoedt

Proceedings of the IEEE International Conference on Pervasive Services, 2007

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

Proceedings of the 2006 International Conference on Semantic Web & Web Services, 2006

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

Proceedings of the International Conference on Software Engineering Research and Practice & Conference on Programming Languages and Compilers, 2006

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

Proceedings of the International Conference on Software Engineering Research and Practice, 2005

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

Proceedings of The 2005 International Symposium on Web Services and Applications, 2005