Femke Ongenae

According to our database, Femke Ongenae authored at least 146 papers between 2008 and 2024.

Collaborative distances:

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

2024

Optimized continuous homecare provisioning through distributed data-driven semantic services and cross-organizational workflows.

Mathias De Brouwer, Pieter Bonte, Dörthe Arndt, Miel Vander Sande, Anastasia Dimou, Ruben Verborgh, Filip De Turck, Femke Ongenae

J. Biomed. Semant., December, 2024

Enabling Efficient Semantic Stream Processing Across the IoT Network Through Adaptive Distribution with DIVIDE.

Mathias De Brouwer, Filip De Turck, Femke Ongenae

J. Netw. Syst. Manag., April, 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

INK: Knowledge graph representation for efficient and performant rule mining.

Bram Steenwinckel, Filip De Turck, Femke Ongenae

Semantic Web, 2024

A holistic view over ontologies for Streaming Linked Data.

Pieter Bonte, Femke Ongenae, Riccardo Tommasini

Semantic Web, 2024

RDF Surfaces: Enabling Classical Negation on the Semantic Web.

Patrick Hochstenbach, Mathijs van Noort, Dörthe Arndt, Rebekka Martens, Jos De Roo, Ruben Verborgh, Pieter Bonte, Femke Ongenae

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

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

Proceedings of the Semantic Web - ISWC 2024, 2024

Scalable Table-to-Knowledge Graph Matching from Metadata using LLMs.

Nathan Vandermoortele, Bram Steenwinckel, Sofie Van Hoecke, Femke Ongenae

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

RDF Surfaces as a First-Order Language for the Semantic Web.

Dörthe Arndt, Jos De Roo, Patrick Hochstenbach, Rebekka Martens, Femke Ongenae, Mathijs van Noort

Proceedings of the Rules and Reasoning, 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

Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 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

Proceedings of the Human-Centered Design, Operation and Evaluation of Mobile Communications, 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

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

Workshops at the Web Conference 2023.

Femke Ongenae, Riccardo Tommasini

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 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

POD-QUERY: Schema Mapping and Query Rewriting for Solid Pods.

Maarten Vandenbrande, Maxime Jakubowski, Pieter Bonte, Bart Buelens, Femke Ongenae, Jan Van den Bussche

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

pyRDF2Vec: A Python Implementation and Extension of RDF2Vec.

Bram Steenwinckel, Gilles Vandewiele, Terencio Agozzino, Femke Ongenae

Proceedings of the Semantic Web - 20th International Conference, 2023

RoXi: A Framework for Reactive Reasoning.

Pieter Bonte, Femke Ongenae

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

Towards Cascading Reasoning for Generic Edge Processing.

Pieter Bonte, Femke Ongenae

Proceedings of the First International Workshop on Semantic Web on Constrained Things co-located with 20th Extended Semantic Web Conference, 2023

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

Bridging the gap between expressivity and efficiency in stream reasoning: a structural caching approach for IoT streams.

Pieter Bonte, Filip De Turck, Femke Ongenae

Knowl. Inf. Syst., 2022

INK: knowledge graph embeddings for node classification.

Bram Steenwinckel, Gilles Vandewiele, Michael Weyns, Terencio Agozzino, Filip De Turck, Femke Ongenae

Data Min. Knowl. Discov., 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

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

An adaptation algorithm for personalised virtual reality exposure therapy.

Joris Heyse, Barbara Depreeuw, Tom Van Daele, Tine Daeseleire, Femke Ongenae, Femke De Backere, Filip De Turck

Comput. Methods Programs Biomed., 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

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

GENDIS: Genetic Discovery of Shapelets.

Gilles Vandewiele, Femke Ongenae, Filip De Turck

Sensors, 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

MAGIC: Mining an Augmented Graph using INK, starting from a CSV.

Bram Steenwinckel, Filip De Turck, Femke Ongenae

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), 2021

Towards an Evaluation Framework for Expressive Stream Reasoning.

Pieter Bonte, Filip De Turck, Femke Ongenae

Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

RSP4J: An API for RDF Stream Processing.

Riccardo Tommasini, Pieter Bonte, Femke Ongenae, Emanuele Della Valle

Proceedings of the Semantic Web - 18th International Conference, 2021

Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs.

Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

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

Empowering Children with ASD and Their Parents: Design of a Serious Game for Anxiety and Stress Reduction.

Stéphanie Carlier, Sara Van der Paelt, Femke Ongenae, Femke De Backere, Filip De Turck

Sensors, 2020

MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph.

Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae

BMC Medical Informatics Decis. Mak., 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

Distributed Continuous Home Care Provisioning through Personalized Monitoring & Treatment Planning.

Mathias De Brouwer, Pieter Bonte, Dörthe Arndt, Miel Vander Sande, Pieter Heyvaert, Anastasia Dimou, Ruben Verborgh, Filip De Turck, Femke Ongenae

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Facilitating the Analysis of COVID-19 Literature Through a Knowledge Graph.

Bram Steenwinckel, Gilles Vandewiele, Ilja Rausch, Pieter Heyvaert, Ruben Taelman, Pieter Colpaert, Pieter Simoens, Anastasia Dimou, Filip De Turck, Femke Ongenae

Proceedings of the Semantic Web - ISWC 2020, 2020

RDF Stream Processing Prototyping with Streaming MASSIF.

Pieter Bonte, Femke Ongenae

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Context-Aware Route Planning: A Personalized and Situation-Aware Multi-Modal Transport Routing approach.

Pieter Bonte, Mathias De Brouwer, Dörthe Arndt, Miel Vander Sande, Pieter Heyvaert, Anastasia Dimou, Pieter Colpaert, Ruben Verborgh, Filip De Turck, Femke Ongenae

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 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

How do Users interact with Mobile Health Apps?: A Markov Chain Analysis.

Joris Heyse, Gilles Vandewiele, Femke Ongenae, Femke De Backere, Filip De Turck

Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Harmoney: Semantics for FinTech.

Stijn Verstichel, Thomas Blommaert, Stijn Coppens, Thomas Van Maele, Wouter Haerick, Femke Ongenae

Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020

Conditional Constraints for Knowledge Graph Embeddings.

Michael Weyns, Pieter Bonte, Bram Steenwinckel, Filip De Turck, Femke Ongenae

Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020, 2020

2019

Semantics-based platform for context-aware and personalized robot interaction in the internet of robotic things.

Christof Mahieu, Femke Ongenae, Femke De Backere, Pieter Bonte, Filip De Turck, Pieter Simoens

J. Syst. Softw., 2019

Continuous Athlete Monitoring in Challenging Cycling Environments Using IoT Technologies.

Esteban Municio, Glenn Daneels, Mathias De Brouwer, Femke Ongenae, Filip De Turck, Bart Braem, Jeroen Famaey, Steven Latré

IEEE Internet Things J., 2019

Towards Optimizing Hospital Patient Transports by Automatically Identifying Interpretable Causes of Delays.

Pieter Bonte, Femke Ongenae, Filip De Turck

Int. J. Softw. Eng. Knowl. Eng., 2019

Pro-active positioning of a social robot intervening upon behavioral disturbances of persons with dementia in a smart nursing home.

Johannes Nauta, Christof Mahieu, Christophe Michiels, Femke Ongenae, Femke De Backere, Filip De Turck, Yara Khaluf, Pieter Simoens

Cogn. Syst. Res., 2019

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks.

Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene

Artif. Intell. Medicine, 2019

Subset Reasoning for Event-Based Systems.

Pieter Bonte, Femke Ongenae, Filip De Turck

IEEE Access, 2019

CVS2KG: Transforming Tabular Data into Semantic Knowledge.

Gilles Vandewiele, Bram Steenwinckel, Filip De Turck, Femke Ongenae

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 18th International Semantic Web Conference, 2019

Inducing a Decision Tree with Discriminative Paths to Classify Entities in a Knowledge Graph.

Gilles Vandewiele, Bram Steenwinckel, Femke Ongenae, Filip De Turck

Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics co-located with the 18th International Semantic Web Conference (ISWC 2019), 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

DIVIDE: Adaptive Context-Aware Query Derivation for IoT Data Streams.

Mathias De Brouwer, Dörthe Arndt, Pieter Bonte, Filip De Turck, Femke Ongenae

Proceedings of the Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, 2019

Using a Serious Game to Reduce Stress and Anxiety in Children with Autism Spectrum Disorder.

Stéphanie Carlier, Sara Van der Paelt, Femke Ongenae, Femke De Backere, Filip De Turck

Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

Demonstration of a Stream Reasoning Platform on Low-End Devices to Enable Personalized Real-Time Cycling Feedback.

Mathias De Brouwer, Femke Ongenae, Filip De Turck

Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019

C-Sprite: Efficient Hierarchical Reasoning for Rapid RDF Stream Processing.

Pieter Bonte, Riccardo Tommasini, Filip De Turck, Femke Ongenae, Emanuele Della Valle

Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems, 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

Towards a Cascading Reasoning Framework to Support Responsive Ambient-Intelligent Healthcare Interventions.

Mathias De Brouwer, Femke Ongenae, Pieter Bonte, Filip De Turck

Sensors, 2018

Streaming MASSIF: Cascading Reasoning for Efficient Processing of IoT Data Streams.

Pieter Bonte, Riccardo Tommasini, Emanuele Della Valle, Filip De Turck, Femke Ongenae

Sensors, 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

Personalized Real-Time Monitoring of Amateur Cyclists on Low-End Devices: Proof-of-Concept & Performance Evaluation.

Mathias De Brouwer, Femke Ongenae, Glenn Daneels, Esteban Municio, Jeroen Famaey, Steven Latré, Filip De Turck

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 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

Context-Aware Patient Monitoring through Sensor Streams.

Pieter Bonte, Filip De Turck, 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

A Methodology to Involve Domain Experts and Machine Learning Techniques in the Design of Human-Centered Algorithms.

Tom Seymoens, Femke Ongenae, An Jacobs, Stijn Verstichel, Ann Ackaert

Proceedings of the Human Work Interaction Design. Designing Engaging Automation, 2018

A Query Model for Ontology-Based Event Processing over RDF Streams.

Riccardo Tommasini, Pieter Bonte, Emanuele Della Valle, Femke Ongenae, Filip De Turck

Proceedings of the Knowledge Engineering and Knowledge Management, 2018

SENSdesc: Connect Sensor Queries and Context.

Dörthe Arndt, Pieter Bonte, Alexander Dejonghe, Ruben Verborgh, Filip De Turck, Femke Ongenae

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Self-Learning Algorithms for the Personalised Interaction with People with Dementia.

Bram Steenwinckel, Femke De Backere, Jelle Nelis, Femke Ongenae, Filip De Turck

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Personalisation of Exercises in VRET.

Joris Heyse, Femke Ongenae, Femke De Backere, Filip De Turck

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

The MASSIF platform: a modular and semantic platform for the development of flexible IoT services.

Pieter Bonte, Femke Ongenae, Femke De Backere, Jeroen Schaballie, Dörthe Arndt, Stijn Verstichel, Erik Mannens, Rik Van de Walle, Filip De Turck

Knowl. Inf. Syst., 2017

The OCarePlatform: A context-aware system to support independent living.

Femke De Backere, Pieter Bonte, Stijn Verstichel, Femke Ongenae, Filip De Turck

Comput. Methods Programs Biomed., 2017

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

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

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

Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines.

Stijn Verstichel, Tom Tourwé, Jelle Nelis, Nicolás González-Deleito, Elena Tsiporkova, Femke Ongenae, Bruno Volckaert

Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

Enabling Training Personalization by Predicting the Sessioon Rate of Perceived Exertion.

Gilles Vandewiele, Youri Geurkink, Maarten Lievens, Femke Ongenae, Filip De Turck, Jan Boone

Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 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

Real-Time data dissemination and analytics platform for challenging IoT environments.

Glenn Daneels, Esteban Municio, Kathleen Spaey, Gilles Vandewiele, Alexander Dejonghe, Femke Ongenae, Steven Latré, Jeroen Famaey

Proceedings of the 2017 Global Information Infrastructure and Networking Symposium, 2017

Personalized Robotic Intervention Strategy by Using Semantics for People with Dementia in Nursing Homes.

Femke Ongenae, Femke De Backere, Christof Mahieu, Stijn De Pestel, Jelle Nelis, Pieter Simoens, Filip De Turck

Proceedings of the 1st International Workshop on Application of Semantic Web technologies in Robotics co-located with 14th Extended Semantic Web Conference (ESWC 2017), 2017

C-GeoSPARQL: Streaming GeoSPARQL Support on C-SPARQL.

Alexander Dejonghe, Femke Ongenae, Stijn Verstichel, Filip De Turck

Proceedings of the Joint Proceedings of the 2nd RDF Stream Processing (RSP 2017) and the Querying the Web of Data (QuWeDa 2017) Workshops co-located with 14th ESWC 2017 (ESWC 2017), Portoroz, Slovenia, May 28th - to, 2017

Context-Aware and Self-learning Dynamic Transport Scheduling in Hospitals.

Pieter Bonte, Femke Ongenae, Jeroen Schaballie, Wim Vancroonenburg, Bert Vankeirsbilck, Filip De Turck

Proceedings of the Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28, 2017

2016

GENESIM: genetic extraction of a single, interpretable model.

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

CoRR, 2016

Positive blood culture detection in time series data using a BiLSTM network.

Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene

CoRR, 2016

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit.

Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene

Comput. Math. Methods Medicine, 2016

User-Friendly and Scalable Platform for the Design of Intelligent IoT Services: a Smart Office Use Case.

Femke Ongenae, Pieter Bonte, Jelle Nelis, Thomas Vanhove, Filip De Turck

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Personalized Robot Interactions to Intercept Behavioral Disturbances of People with Dementia.

Femke Ongenae, Femke De Backere, Jelle Nelis, Stijn De Pestel, Christof Mahieu, Shirley A. Elprama, Charlotte Jewell, An Jacobs, Pieter Simoens, Filip De Turck

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Generic Semantic Platform for the User-Friendly Development of Intelligent IoT Services.

Pieter Bonte, Femke Ongenae, Filip De Turck

Proceedings of the Joint Proceedings of the 3rd Stream Reasoning (SR 2016) and the 1st Semantic Web Technologies for the Internet of Things (SWIT 2016) workshops co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 17th - to, 2016

Mining Semantic Rules for Optimizing Transport Assignments in Hospitals.

Pieter Bonte, Femke Ongenae, Eveline Hoogstoel, Filip De Turck

Proceedings of the First International Workshop on Biomedical Data Integration and Discovery (BMDID 2016) co-located with The 15th International Semantic Web Conference (ISWC 2016), 2016

Towards Ontology-Based Event Processing.

Riccardo Tommasini, Pieter Bonte, Emanuele Della Valle, Erik Mannens, Filip De Turck, Femke Ongenae

Proceedings of the OWL: - Experiences and Directions - Reasoner Evaluation, 2016

An Ontology-enabled Context-aware Learning Record Store Compatible with the Experience API.

Jonas Anseeuw, Stijn Verstichel, Femke Ongenae, Ruben Lagatie, Sylvie Venant, Filip De Turck

Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 2: KEOD, Porto - Portugal, November 9, 2016

Semantic Context Consolidation and Rule Learning for Optimized Transport Assignments in Hospitals.

Femke Ongenae, Pieter Bonte, Jeroen Schaballie, Bert Vankeirsbilck, Filip De Turck

Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Learning Semantic Rules for Intelligent Transport Scheduling in Hospitals.

Pieter Bonte, Femke Ongenae, Filip De Turck

Proceedings of the Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, 2016

Internet of Robotic Things: Context-Aware and Personalized Interventions of Assistive Social Robots (Short Paper).

Pieter Simoens, Christof Mahieu, Femke Ongenae, Femke De Backere, Stijn De Pestel, Jelle Nelis, Filip De Turck, Shirley A. Elprama, Katriina Kilpi, Charlotte Jewell, An Jacobs

Proceedings of the 5th IEEE International Conference on Cloud Networking, 2016

Structured Output Prediction for Semantic Perception in Autonomous Vehicles.

Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Towards a social and context-aware multi-sensor fall detection and risk assessment platform.

Femke De Backere, Femke Ongenae, Floris Van Den Abeele, Jelle Nelis, Pieter Bonte, Eli Clement, Matthew Philpott, Jeroen Hoebeke, Stijn Verstichel, Ann Ackaert, Filip De Turck

Comput. Biol. Medicine, 2015

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.

Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, Filip De Turck

Artif. Intell. Medicine, 2015

Digital Dr. House: A Semantic Alerting Platform for the ICU.

Femke Ongenae, Bram Gadeyne, Femke De Backere, Liesbet De Bus, Pieter Depuydt, Johan Decruyenaere, Filip De Turck

Proceedings of the 8th Semantic Web Applications and Tools for Life Sciences International Conference, 2015

Event-Driven Rule-Based Reasoning using EYE.

Ben De Meester, Dörthe Arndt, Pieter Bonte, Jabran Bhatti, Wim Dereuddre, Ruben Verborgh, Femke Ongenae, Filip De Turck, Erik Mannens, Rik Van de Walle

Proceedings of the Joint Proceedings of the 1st Joint International Workshop on Semantic Sensor Networks and Terra Cognita (SSN-TC 2015) and the 4th International Workshop on Ordering and Reasoning (OrdRing 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, United States, October 11th - and, 2015

Semantic Intelligence for Real-time Automated Media Production.

Pieter Bonte, Femke Ongenae, Jeroen Schaballie, Dörthe Arndt, Philip Leroux, Ruben Verborgh, Erik Mannens, Filip De Turck, Robby Wauters

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Ontology Reasoning Using Rules in an eHealth Context.

Dörthe Arndt, Ben De Meester, Pieter Bonte, Jeroen Schaballie, Jabran Bhatti, Wim Dereuddre, Ruben Verborgh, Femke Ongenae, Filip De Turck, Rik Van de Walle, Erik Mannens

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Discovery of the potential role of sensors in a Personal Emergency Response System: What can we learn from a single workshop?

Femke De Backere, Stijn Verstichel, Jan Van den Bergh, Shirley A. Elprama, Femke Ongenae, Filip De Turck, An Jacobs, Karin Coninx

Proceedings of the 9th International Conference on Pervasive Computing Technologies for Healthcare, 2015

Improving OWL RL Reasoning in N3 by Using Specialized Rules.

Dörthe Arndt, Ben De Meester, Pieter Bonte, Jeroen Schaballie, Jabran Bhatti, Wim Dereuddre, Ruben Verborgh, Femke Ongenae, Filip De Turck, Rik Van de Walle, Erik Mannens

Proceedings of the Ontology Engineering, 2015

Evaluation and Optimized Usage of OWL 2 Reasoners in an Event-based eHealth Context.

Pieter Bonte, Femke Ongenae, Jeroen Schaballie, Ben De Meester, Dörthe Arndt, Wim Dereuddre, Jabran Bhatti, Stijn Verstichel, Filip De Turck, Erik Mannens

Proceedings of the Informal Proceedings of the 4th International Workshop on OWL Reasoner Evaluation (ORE-2015) co-located with the 28th International Workshop on Description Logics (DL 2015), 2015

LimeDS and the TraPIST Project: A Case Study.

Stijn Verstichel, Wannes Kerckhove, Thomas Dupont, Bruno Volckaert, Femke Ongenae, Filip De Turck, Piet Demeester

Proceedings of the KEOD 2015, 2015

2014

Ambient-aware continuous care through semantic context dissemination.

Femke Ongenae, Jeroen Famaey, Stijn Verstichel, Saar De Zutter, Steven Latré, Ann Ackaert, Piet Verhoeve, Filip De Turck

BMC Medical Informatics Decis. Mak., 2014

A self-learning nurse call system.

Femke Ongenae, Maxim Claeys, Wannes Kerckhove, Thomas Dupont, Piet Verhoeve, Filip De Turck

Comput. Biol. Medicine, 2014

An ontology co-design method for the co-creation of a continuous care ontology.

Femke Ongenae, Pieter Duysburgh, Nicky Sulmon, Mathijs Verstraete, Lizzy Bleumers, Saar De Zutter, Stijn Verstichel, Ann Ackaert, An Jacobs, Filip De Turck

Appl. Ontology, 2014

Integration of cloud based eCare services: a multidisciplinary challenge.

Frederic Vannieuwenborg, Jan Van Ooteghem, Femke Ongenae, Stijn Verstichel, Sofie Verbrugge

Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014

OCareClouds: improving home care by interconnecting elderly, care networks and their living environments.

Floris Van Den Abeele, Jeroen Hoebeke, Femke De Backere, Femke Ongenae, Pieter Bonte, Stijn Verstichel, Tommy Carlier, Pieter Crombez, Kevin De Gryse, Stefan Danschotter, Ingrid Moerman, Filip De Turck

Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014

Techno-economic evaluation of an ontology-based nurse call system via discrete event simulations.

Frederic Vannieuwenborg, Femke Ongenae, Pieter Demyttenaere, Laurens Van Poucke, Jan Van Ooteghem, Stijn Verstichel, Sofie Verbrugge, Didier Colle, Filip De Turck, Mario Pickavet

Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

2013

A probabilistic ontology-based platform for self-learning context-aware healthcare applications.

Femke Ongenae, Maxim Claeys, Thomas Dupont, Wannes Kerckhove, Piet Verhoeve, Tom Dhaene, Filip De Turck

Expert Syst. Appl., 2013

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks.

Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere

Eng. Appl. Artif. Intell., 2013

Social-aware and Context-aware Multi-sensor Fall Detection Platform.

Femke De Backere, Femke Ongenae, Floris Van Den Abeele, Jeroen Hoebeke, Stijn Verstichel, Ann Ackaert, Filip De Turck

Proceedings of the 6th International Workshop on Semantic Web Applications and Tools for Life Sciences, 2013

A Distributed Reasoning Platform to Preserve Energy in Wireless Sensor Networks.

Femke Ongenae, Stijn Verstichel, Maarten Wijnants, Filip De Turck

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Semantic reasoning for intelligent emergency response applications.

Anna Hristoskova, Femke Ongenae, Filip De Turck

Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

2012

Novel Applications Integrate Location and Context Information.

Matthias Strobbe, Olivier Van Laere, Femke Ongenae, Samuel Dauwe, Bart Dhoedt, Filip De Turck, Piet Demeester, Kris Luyten

IEEE Pervasive Comput., 2012

User-driven design of a context-aware application: An ambient-intelligent nurse call system.

Femke Ongenae, Pieter Duysburgh, Mathijs Verstraete, Nicky Sulmon, Lizzy Bleumers, An Jacobs, Ann Ackaert, Saar De Zutter, Stijn Verstichel, Filip De Turck

Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012

User-driven design of ontology-based, context-aware and self-learning continuous care applications.

Femke Ongenae, Filip De Turck

Proceedings of the 8th International Conference on Network and Service Management, 2012

Ontology-Driven Dynamic Discovery and Distributed Coordination of a Robot Swarm.

Niels Bouten, Anna Hristoskova, Femke Ongenae, Jelle Nelis, Filip De Turck

Proceedings of the Dependable Networks and Services, 2012

2011

An autonomous service-platform to support distributed ontology-based context-aware agents.

Stijn Verstichel, Femke Ongenae, Bruno Volckaert, Filip De Turck, Bart Dhoedt, Tom Dhaene, Piet Demeester

Expert Syst. J. Knowl. Eng., 2011

Towards ontology co-creation in institutionalized care settings.

Lizzy Bleumers, An Jacobs, Femke Ongenae, Ann Ackaert, Nicky Sulmon, Mathijs Verstraete, Mieke van Gils, Saar De Zutter

Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Participatory Design of a Continuous Care Ontology - Towards a User-driven Ontology Engineering Methodology.

Femke Ongenae, Lizzy Bleumers, Nicky Sulmon, Mathijs Verstraete, Mieke van Gils, An Jacobs, Saar De Zutter, Piet Verhoeve, Ann Ackaert, Filip De Turck

Proceedings of the KEOD 2011, 2011

2010

Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines.

Femke Ongenae, Femke De Backere, Kristof Steurbaut, Kirsten Colpaert, Wannes Kerckhove, Johan Decruyenaere, Filip De Turck

BMC Medical Informatics Decis. Mak., 2010

User-driven design of an ontology-based ambient-aware continuous care platform.

Femke Ongenae, Ann Ackaert, Filip De Turck, An Jacobs, Piet Verhoeve, Mieke van Gils

Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study.

Femke Ongenae, Tom Dhaene, Filip De Turck, Dominique Benoit, Johan Decruyenaere

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2008

Design of a semantic person-oriented nurse call management system.

Femke Ongenae, Matthias Strobbe, Jan Hollez, Gregory De Jans, Filip De Turck, Tom Dhaene, Piet Demeester, Piet Verhoeve

Int. J. Web Grid Serv., 2008

OTAGen: A Tunable Ontology Generator for Benchmarking Ontology-Based Agent Collaboration.

Femke Ongenae, Stijn Verstichel, Filip De Turck, Tom Dhaene, Bart Dhoedt, Piet Demeester

Proceedings of the 32nd Annual IEEE International Computer Software and Applications Conference, 2008

Ontology Based and Context-Aware Hospital Nurse Call Optimization.

Femke Ongenae, Matthias Strobbe, Jan Hollez, Gregory De Jans, Filip De Turck, Tom Dhaene, Piet Demeester, Piet Verhoeve

Proceedings of the Second International Conference on Complex, 2008