Research Explorer

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Researcher

Femke Ongenae

Publications & Research Data

Awards & Distinctions

201 Results

2025

Analysis of free-living daytime movement in patients with migraine with access to acute treatment

Jonas Van Der DoncktNicolas VandenbusscheMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeKoen PaemeleireSofie Van Hoecke

A1 Journal Article in JOURNAL OF HEADACHE AND PAIN

Another brick in the wall : leveraging feature extraction and ensemble learning for building data classification

Bram SteenwinckelSofie Van HoeckeFemke Ongenae

Building Digital Therapeutic Alliance with Smoking Cessation Chatbots: An Experimental Examination of Communication Style and User Personality

Arian KashefiKyana BosschaertsFemke OngenaeLieven De MarezStephen Lee MurphyPeter ConradieMariek Vanden Abeele

U Journal Article in International Journal of Human–Computer Interaction

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne VerhaegheFemke OngenaeSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS

Designing a just-in-time adaptive intervention with trigger detection and a generative chatbot : smoking cessation use case

Kyana BosschaertsArian KashefiLieven De MarezPeter ConradieSofie Van HoeckeFemke Ongenae

A1 Journal Article in DIGITAL HEALTH

Enabling Cross-Context Learning with Knowledge Graphs for Anomaly Detection in Communications Networks

Michael WeynsSander Vanden HautteAnnelies LejonVeerle LedouxPieter BonteFilip De TurckSofie Van HoeckeFemke Ongenae

U Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Enhancing data analytics for industrial process monitoring and control by enabling semantic enrichment of machine learning tasks

Michael WeynsFilip De TurckFemke Ongenae

Explainable knowledge graph embeddings for industrial process monitoring & control

Michael WeynsThibault BlyauBram SteenwinckelFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in INFORMATION FUSION

From visualization to machine learning : advancing time series analytics on wearable sensor data

Jonas Van Der DoncktSofie Van HoeckeFemke Ongenae

Fuzzy constraints for knowledge graph embeddings

Michael WeynsPieter BonteFilip De TurckFemke Ongenae

A1 Journal Article in INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Incremunica : web-based incremental view maintenance for SPARQL

Maarten VandenbrandeRuben TaelmanPieter BonteFemke Ongenae

Interpretable machine learning models for COPD ease of breathing estimation

Thomas KokJohn MoralesDirk DeschrijverDolores Blanco-AlmazanWillemijn GroenendaalDavid RuttensChristophe SmeetsVojkan MihajlovicFemke OngenaeSofie Van Hoecke

A1 Journal Article in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Lost in translation? Assessing user perception of prompt-engineered chatbot tone-of-voice for smoking cessation

Arian KashefiKyana BosschaertsLieven De MarezFemke OngenaePeter Conradie

Quality in color : using knowledge graphs for enhanced quality control in an automotive paintshop

Bram SteenwinckelColin SoetePieter MoensJoris MusscheSofie Van HoeckeFemke Ongenae

RR-GCN : exploring untrained random embeddings for relational graphs

Sandeep RamachandraVic DegraeveGilles VandewieleBram SteenwinckelSofie Van HoeckeFemke Ongenae

A1 Journal Article in INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

The design of predictive and uncertainty-calibrated treatment models for the intensive care unit

Jarne VerhaegheSofie Van HoeckeJan De WaeleFemke Ongenae

Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard

Thomas De CorteJarne VerhaegheFemke OngenaeJan De WaeleSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A2 Journal Article in NEUROLOGY INTERNATIONAL

Uncovering the potential of smartphones for behavior monitoring during migraine follow-up

Marija StojchevskaJonas Van Der DoncktNicolas VandenbusscheMathias De BrouwerKoen PaemeleireFemke OngenaeSofie Van Hoecke

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

2024

A holistic view over ontologies for Streaming Linked Data

Pieter BonteFemke OngenaeRiccardo Tommasini

A1 Journal Article in SEMANTIC WEB

Benchmarking whole knowledge graph embedding techniques

Pieter BonteSander Vanden HautteFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Context aware deep learning for predictive healthcare

David Vander MijnsbruggeSofie Van HoeckeFemke Ongenae

Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients

Jarne VerhaegheThomas De CorteJan De WaeleFemke OngenaeSofie Van Hoecke

Enabling efficient semantic stream processing across the IoT network through adaptive distribution with DIVIDE

Mathias De BrouwerFilip De TurckFemke Ongenae

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

INK : knowledge graph representation for efficient and performant rule mining

Bram SteenwinckelFilip De TurckFemke Ongenae

A1 Journal Article in SEMANTIC WEB

Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches

Jonas Van Der DoncktNicolas VandenbusscheJeroen Van Der DoncktStephanie ChenMarija StojchevskaMathias De BrouwerBram SteenwinckelKoen PaemeleireFemke OngenaeSofie Van Hoecke

A1 Journal Article in SCIENTIFIC REPORTS

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

Mathias De BrouwerPieter BonteDoerthe ArndtMiel Vander SandeAnastasia DimouRuben VerborghFilip De TurckFemke Ongenae

A1 Journal Article in JOURNAL OF BIOMEDICAL SEMANTICS

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Nicolas VandenbusscheJonas Van Der DoncktMathias De BrouwerBram SteenwinckelMarija StojchevskaFemke OngenaeSofie Van HoeckeKoen Paemeleire

A1 Journal Article in BRAIN AND BEHAVIOR

RDF surfaces as a first-order language for the Semantic Web

Dörthe ArndtJos De RooPatrick HochstenbachRebekka MartensFemke OngenaeMathijs van Noort

Scalable table-to-knowledge graph matching from metadata using LLMs

Nathan VandemoorteleBram SteenwinckelSofie Van HoeckeFemke Ongenae

Unlocking the potential of mHealth for smoking cessation : an expert viewpoint

Arian KashefiKyana BosschaertsStephen MurphySofie Van HoeckeMariek Vanden AbeeleLieven De MarezFemke OngenaePeter Conradie

Unlocking the potential of smartphone and ambient sensors for ADL detection

Marija StojchevskaMathias De BrouwerMartijn CourteauxBram SteenwinckelSofie Van HoeckeFemke Ongenae

A1 Journal Article in SCIENTIFIC REPORTS

2023

A microservice architecture for leak localization in water distribution networks using hybrid AI

Ganjour MazaevMichael WeynsPieter MoensPieter Jan HaestFilip VancoillieGuido VaesJoeri DebaenstAagje WarouxKris MarleinFemke Ongenae et al.

A1 Journal Article in JOURNAL OF HYDROINFORMATICS

Adaptive semantic stream reasoning for healthcare

Mathias De BrouwerFilip De TurckFemke Ongenae

Comparator model for detecting changes in the ease of breathing of COPD patients

Thomas KokW. GroenendaalS. Blanco-AlmazanL. LijnenC. SmeetsD. RuttensJ. MoralesTom DhaeneFemke OngenaeSofie Van Hoecke et al.

Context-aware deep learning with dynamically assembled weight matrices

David Vander MijnsbruggeFemke OngenaeSofie Van Hoecke

A1 Journal Article in INFORMATION FUSION

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Mathias De BrouwerBram SteenwinckelZiye FangMarija StojchevskaPieter BonteFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in SEMANTIC WEB

Data analytics for health and connected care : ontology, knowledge graph and applications

Bram SteenwinckelMathias De BrouwerMarija StojchevskaJeroen Van Der DoncktJelle NelisJoeri RuyssinckJoachim van der HertenKoen CasierJan Van OoteghemPieter Crombez et al.

Design of a social chatbot with gamification for user profiling and smoking trigger detection

Kyana BosschaertsJeroen StragierBram SteenwinckelLieven De MarezSofie Van HoeckeFemke Ongenae

Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study

Thomas De CorteLaura Van MaeleJona DietvorstJarne VerhaegheAnn VandendriesscheN De NeveSofie VanderhaeghenA DumoulinW. TemmermanB Dewulf et al.

From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization

Marija StojchevskaMathias De BrouwerMartijn CourteauxFemke OngenaeSofie Van Hoecke

A1 Journal Article in SENSORS

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients

Jarne VerhaegheThomas De CorteChristopher M. SauerTom HendriksOlivier W.M. ThijssensFemke OngenaePaul ElbersJan De WaeleSofie Van Hoecke

A1 Journal Article in INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Knowledge graph creation and embedding to realize explainable hybrid AI applications

Bram SteenwinckelFilip De TurckFemke Ongenae

LDESTS : enabling efficient storage and querying of large volumes of time series data on solid pods

Tom WindelsWout SlabbinckPieter BonteStijn VerstichelPieter ColpaertSofie Van HoeckeFemke Ongenae

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Michael WeynsGanjour MazaevGuido VaesFilip VancoillieFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in URBAN WATER JOURNAL

Parameter efficient neural networks with singular value decomposed kernels

David Vander MijnsbruggeFemke OngenaeSofie Van Hoecke

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients : a prospective single center observational study

Thomas De CorteJarne VerhaegheSofie DhaeseSarah Van VoorenJerina BoelensAlain VerstraeteVeronique StoveFemke OngenaeLiesbet De BusPieter Depuydt et al.

A1 Journal Article in ANNALS OF INTENSIVE CARE

POD-QUERY : schema mapping and query rewriting for solid pods

Maarten VandenbrandeMaxime JakubowskiPieter BonteBart BuelensFemke OngenaeJan Van den Bussche

Powershap : a power-full shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Ganjour MazaevMichael WeynsFilip VancoillieGuido VaesFemke OngenaeSofie Van Hoecke

A1 Journal Article in WATER SUPPLY

pyRDF2Vec : a Python implementation and extension of RDF2Vec

Bram SteenwinckelGilles VandewieleTerencio AgozzinoFemke Ongenae

Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings

Jelle VanhaeverbekeEmiel DeprostPieter BonteMatthias StrobbeJelle NelisBruno VolckaertFemke OngenaeSteven VerstocktSofie Van Hoecke

A1 Journal Article in SENSORS

Realizing real-world and context-aware human behavior monitoring using wearable and smartphone data for mobile health

Marija StojchevskaSofie Van HoeckeFemke Ongenae

RoXi : a framework for reactive reasoning

Pieter BonteFemke Ongenae

TALK : tracking activities by linking knowledge

Bram SteenwinckelMathias De BrouwerMarija StojchevskaFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Towards artificial intelligence as a decision support tool to combat AMR in the ICU

Thomas De CorteJarne VerhaegheFemke OngenaeSofie Van HoeckeJan De Waele

A4 Journal Article in ICU MANAGEMENT

Towards cascading reasoning for generic edge processing

Pieter BonteFemke Ongenae

Tree visualization of patient information for explainability of AI outputs

Sandeep RamachandraDavid Vander MijnsbruggeP.J LammertynS. DupulthysFemke OngenaeSofie Van Hoecke

Workshops at the Web Conference 2023

Femke OngenaeRiccardo Tommasini

2022

An adaptation algorithm for personalised virtual reality exposure therapy

Joris HeyseBarbara DepreeuwTom Van DaeleTine DaeseleireFemke OngenaeFemke De BackereFilip De Turck

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Assessing the added value of context during stress detection from wearable data

Marija StojchevskaBram SteenwinckelJonas Van Der DoncktMathias De BrouwerAnnelies GorisFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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

Pieter BonteFilip De TurckFemke Ongenae

A1 Journal Article in KNOWLEDGE AND INFORMATION SYSTEMS

Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients

Jarne VerhaegheSofie DhaeseThomas De CorteDavid Vander MijnsbruggeHeleen AardemaJan G. ZijlstraAlain VerstraeteVeronique StovePieter ColinFemke Ongenae et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

From self-reporting to monitoring for improved migraine management

Jonas Van Der DoncktMathias De BrouwerPieter MoensMarija StojchevskaBram SteenwinckelStef PletinckNicolas VandenbusscheAnnelis GorisKoen PaemeleireFemke Ongenae et al.

Hierarchical pattern matching for anomaly detection in time series

Matthias Van OnsemDieter De PaepeSander Vanden HauttePieter BonteVeerle LedouxAnnelies LejonFemke OngenaeD. DreesenSofie Van Hoecke

A1 Journal Article in COMPUTER COMMUNICATIONS

Hybrid machine learning for leak localization in the drinking water grid

Ganjour MazaevMichael WeynsFemke OngenaeSofie Van Hoecke

INK : knowledge graph embeddings for node classification

Bram SteenwinckelGilles VandewieleMichael WeynsTerencio AgozzinoFilip De TurckFemke Ongenae

A1 Journal Article in DATA MINING AND KNOWLEDGE DISCOVERY

Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier

Ganjour MazaevMichael WeynsFilip VancoillieGuido VaesFemke OngenaeSofie Van Hoecke

mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveJasper VaneessenFilip De TurckBruno VolckaertPaul Boon et al.

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

NAOMI platform optimizes communication with relatives of patients

Kirsten ColpaertMathias SyxBram GadeyneTom Van AckerFemke OngenaeSofie Van Hoecke

PowerShap : a power-full Shapley feature selection method

Jarne VerhaegheJeroen Van Der DoncktFemke OngenaeSofie Van Hoecke

Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders

Mathias De BrouwerNicolas VandenbusscheBram SteenwinckelMarija StojchevskaJonas Van Der DoncktVic DegraeveFilip De TurckKoen PaemeleireSofie Van HoeckeFemke Ongenae

2021

A complete software stack for IoT time-series analysis that combines semantics and machine learning-lessons learned from the dyversify project

Dieter De PaepeSander Vanden HautteBram SteenwinckelPieter MoensJasper VaneessenSteven VandekerckhoveBruno VolckaertFemke OngenaeSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

Commentary: Automated detection of preterm condition using uterine electromyography based topological features

Gilles VandewieleFemke OngenaeIsabelle Dehaene

Editorial material

Event-driven dashboarding and feedback for improved event detection in predictive maintenance applications

Pieter MoensSander Vanden HautteDieter De PaepeBram SteenwinckelStijn VerstichelSteven VandekerckhoveFemke OngenaeSofie Van Hoecke

A1 Journal Article in APPLIED SCIENCES-BASEL

Explainable data mining for critical domains based on complex data structures

Gilles VandewieleFilip De TurckFemke Ongenae

FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning

Bram SteenwinckelDieter De PaepeSander Vanden HauttePieter HeyvaertMohamed BentefritPieter MoensAnastasia DimouBruno Van Den BosscheFilip De TurckSofie Van Hoecke et al.

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

GENDIS : genetic discovery of shapelets

Gilles VandewieleFemke OngenaeFilip De Turck

A1 Journal Article in SENSORS

Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling

Gilles VandewieleIsabelle DehaeneGyörgy KovácsLucas SterckxOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensJohan Decruyenaere et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

RSP4J : an API for RDF stream processing

Riccardo TommasiniPieter BonteFemke OngenaeEmanuele Della Valle

The semantic web : ESWC 2021 Satellite Events : revised selected papers

Towards an evaluation framework for expressive stream reasoning

Pieter BonteFilip De TurckFemke Ongenae

Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

Bram SteenwinckelGilles VandewielePieter BonteMichael WeynsHeiko PaulheimPetar RistoskiFilip De TurckFemke Ongenae

2020

A dynamic dashboarding application for fleet monitoring using semantic web of things technologies

Sander Vanden HauttePieter MoensJoachim Van HerwegenDieter De PaepeBram SteenwinckelStijn VerstichelFemke OngenaeSofie Van Hoecke

A1 Journal Article in SENSORS

A generalized matrix profile framework with support for contextual series analysis

Dieter De PaepeSander Vanden HautteBram SteenwinckelFilip De TurckFemke OngenaeOlivier JanssensSofie Van Hoecke

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Clinical information extraction for preterm birth risk prediction

Lucas SterckxGilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensJohan DecruyenaereSofie Van Hoecke et al.

A1 Journal Article in JOURNAL OF BIOMEDICAL INFORMATICS

Conditional constraints for knowledge graph embeddings

Michael WeynsPieter BonteBram SteenwinckelFilip De TurckFemke Ongenae

Context-aware route planning : a personalized and situation-aware multi-modal transport routing approach

Pieter BonteMathias De BrouwerDörthe ArndtMiel Vander SandePieter HeyvaertAnastasia DimouPieter ColpaertRuben VerborghFilip De TurckFemke Ongenae

Distributed continuous home care provisioning through personalized monitoring & treatment planning

Mathias De BrouwerPieter BonteDörthe ArndtMiel Vander SandePieter HeyvaertAnastasia DimouRuben VerborghFilip De TurckFemke Ongenae

Empowering children with ASD and their parents : design of a serious game for anxiety and stress reduction

Stéphanie CarlierSara Van der PaeltFemke OngenaeFemke De BackereFilip De Turck

A1 Journal Article in SENSORS

Facilitating the analysis of COVID-19 literature through a knowledge graph

Bram SteenwinckelGilles VandewieleIlja RauschPieter HeyvaertRuben TaelmanPieter ColpaertPieter SimoensAnastasia DimouFilip De TurckFemke Ongenae

Harmoney : semantics for FinTech

Stijn VerstichelT. BlommaertS. CoppensT. Van MaeleWouter HaerickFemke Ongenae

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

Gilles VandewieleBram SteenwinckelFilip De TurckFemke Ongenae

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

RDF Stream processing prototyping with streaming MASSIF

Pieter BonteFemke Ongenae

Unsupervised anomaly detection for communication networks : an autoencoder approach

Pieter BonteSander Vanden HautteAnnelies LejonVeerle LedouxFilip De TurckSofie Van HoeckeFemke Ongenae

2019

A critical look at studies applying over-sampling on the TPEHGDB dataset

Gilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensSofie Van HoeckeThomas Demeester

A methodology to involve domain experts and machine learning techniques in the design of human-centered algorithms

Tom SeymoensFemke OngenaeAn JacobsStijn VerstichelAnn Ackaert

Bookchapter in Human work interaction design : designing engaging automation

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

Tom Van SteenkisteJoeri RuyssinckLeen De BaetsJohan DecruyenaereFilip De TurckFemke OngenaeTom Dhaene

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

C-Sprite : efficient hierarchical reasoning for rapid RDF stream processing

Pieter BonteRiccardo TommasiniFilip De TurckFemke OngenaeEmanuele Della Valle

Continuous athlete monitoring in challenging cycling environments using IoT technologiesis

Esteban MunicioGlenn DaneelsMathias De BrouwerFemke OngenaeFilip De TurckBart BraemJeroen FamaeySteven Latré

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Data mining in the development of mobile health apps : assessing in-app navigation through Markov chain analysis

Jeroen StragierGilles VandewielePaulien CoppensFemke OngenaeWendy Van den BroeckFilip De TurckLieven De Marez

A1 Journal Article in JOURNAL OF MEDICAL INTERNET RESEARCH

Demonstration of a stream reasoning platform on low-end devices to enable personalized real-time cycling feedback

Mathias De BrouwerFemke OngenaeFilip De Turck

Design of an ontology for decision support in VR exposure therapy

Joris HeyseFemke OngenaeJolien De LetterAnissa AllFemke De BackereFilip De Turck

DIVIDE : adaptive context-aware query derivation for IoT data streams

Mathias De BrouwerDörthe ArndtPieter BonteFilip De TurckFemke Ongenae

Efficiënte verwerking van heterogene IoT-data aan de hand van expressieve redeneertechnieken

Pieter BonteFilip De TurckFemke Ongenae

Inducing a decision tree with discriminative paths to classify entities in a knowledge graph

Gilles VandewieleBram SteenwinckelFemke OngenaeFilip De Turck

Modeling the prediction of the session rating of perceived exertion in soccer : unraveling the puzzle of predictive indicators

Youri GeurkinkGilles VandewieleMaarten LievensFilip De TurckFemke OngenaeStijn MatthysJan BooneJan Bourgois

A1 Journal Article in INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE

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

Johannes NautaChristof MahieuChristophe MichielsFemke OngenaeFemke De BackereFilip De TurckYara KhalufPieter Simoens

A1 Journal Article in COGNITIVE SYSTEMS RESEARCH

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

Christof MahieuFemke OngenaeFemke De BackerePieter BonteFilip De TurckPieter Simoens

A1 Journal Article in JOURNAL OF SYSTEMS AND SOFTWARE

Subset reasoning for event-based systems

Pieter BonteFemke OngenaeFilip De Turck

A1 Journal Article in IEEE ACCESS

Time-to-birth prediction models and the influence of expert opinions

Gilles VandewieleIsabelle DehaeneOlivier JanssensFemke OngenaeFemke De BackereFilip De TurckKristien RoelensSofie Van HoeckeThomas Demeester

Towards optimizing hospital patient transports by automatically identifying interpretable causes of delays

Pieter BonteFemke OngenaeFilip De Turck

A1 Journal Article in INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Using a serious game to reduce stress and anxiety in children with autism spectrum disorder

Stéphanie CarlierSara Van der PaeltFemke OngenaeFemke De BackereFilip De Turck

2018

A decision support system to follow up and diagnose primary headache patients using semantically enriched data

Gilles VandewieleFemke De BackereKiani LannoyeMaarten Vanden BergheOlivier JanssensSofie Van HoeckeVincent KeeremanKoen PaemeleireFemke OngenaeFilip De Turck

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

A query model for ontology-based event processing over RDF streams

Riccardo TommasiniPieter BonteEmanuele Della ValleFemke OngenaeFilip De Turck

Assessing navigation in eHealth apps : a Markov chain analysis of the Start2Cycle app

Jeroen StragierGilles VandewielePaulien CoppensLieven De MarezWendy Van den BroeckFilip De TurckFemke Ongenae

Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo

Bram SteenwinckelPieter HeyvaertDieter De PaepeOlivier JanssensSander Vanden HautteAnastasia DimouFilip De TurckSofie Van HoeckeFemke Ongenae

Context-aware patient monitoring through sensor streams

Pieter BonteFilip De TurckFemke Ongenae

Context-aware stress detection

Olivier JanssensE SmetsG. SchavioneE. Rios VelazquezFemke OngenaeW De RaedtC. Van HoofSofie Van Hoecke

Personalisation of exercises in VRET

Joris HeyseFemke OngenaeFemke De BackereFilip De Turck

Personalized real-time monitoring of amateur cyclists on low-end devices : proof-of-concept & performance evaluation

Mathias De BrouwerFemke OngenaeGlenn DaneelsEsteban MunicioJeroen FamaeySteven LatréFilip De Turck

Self-learning algorithms for the personalised interaction with people with dementia

Bram SteenwinckelFemke De BackereJelle NelisFemke OngenaeFilip De Turck

SENSdesc : connect sensor queries and context

Dörthe ArndtPieter BonteAlexander DejongheRuben VerborghFilip De TurckFemke Ongenae

Sharing health data in Belgium : a home care case study using the Vitalink platform

Femke De BackerePieter BonteStijn VerstichelFemke OngenaeFilip De Turck

A1 Journal Article in INFORMATICS FOR HEALTH & SOCIAL CARE

Standpunten: Datawetenschappen en gezondheidszorg

Pascal VerdonckMarc Van HulleBart De MoorErik MannensRudy MattheusGeert MolenberghsFemke OngenaeMarc PetersBart PreneelFrank Robben

Streaming MASSIF : cascading reasoning for efficient processing of iot data streams

Pieter BonteRiccardo TommasiniEmanuele Della ValleFilip De TurckFemke Ongenae

A1 Journal Article in SENSORS

Towards a cascading reasoning framework to support responsive ambient-intelligent healthcare interventions

Mathias De BrouwerFemke OngenaePieter BonteFilip De Turck

A1 Journal Article in SENSORS

Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses

Bram SteenwinckelPieter HeyvaertDieter De PaepeOlivier JanssensSander Vanden HautteAnastasia DimouFilip De TurckSofie Van HoeckeFemke Ongenae

Towards an automated workout compliance model

Jelle De BockGilles VandewieleSteven VerstocktFemke OngenaeFilip De Turck

2017

A genetic algorithm for interpretable model extraction from decision tree ensembles

Gilles VandewieleKiani LannoyeOlivier JanssensFemke OngenaeFilip De TurckSofie Van Hoecke

Attributing recognised activities in multi-person households using ontology-based finite state machines

Stijn VerstichelT. TourwéJelle NelisN. Gonzalez-DeleitoE. TsiporkovaFemke OngenaeBruno Volckaert

C-GeoSPARQL: streaming GeoSPARQL support on C-SPARQL

Alexander DejongheFemke OngenaeStijn VerstichelFilip De Turck

Context-aware and self-learning dynamic transport scheduling in hospitals

Pieter BonteFemke OngenaeJeroen SchaballieW. VancroonenburgBert VankeirsbilckFilip De Turck

Enabling training personalization by predicting the session rate of perceived exertion (sRPE)

Gilles VandewieleYouri GeurkinkMaarten LievensFemke OngenaeFilip De TurckJan Boone

Intelligent task management platform for health care workers

Femke OngenaeThomas VanhoveFemke De BackereFilip De Turck

A1 Journal Article in INFORMATICS FOR HEALTH & SOCIAL CARE

Open transport data for maximising reuse in multimodal route planners : a study in Flanders

Pieter ColpaertMathias Van CompernolleNils WalravensPeter MechantJan AdriaenssensFemke OngenaeRuben VerborghErik Mannens

A1 Journal Article in IET INTELLIGENT TRANSPORT SYSTEMS

Personalized robotic intervention strategy by using semantics for people with dementia in nursing homes

Femke OngenaeFemke De BackereChristof MahieuStijn De PestelJelle NelisPieter SimoensFilip De Turck

Predicting train occupancies based on query logs and external data sources

Gilles VandewieleJoachim Van HerwegenFemke OngenaePieter ColpaertRuben VerborghFilip De TurckOlivier JanssensErik Mannens

Real-time data dissemination and analytics platform for challenging IoT environments

Glenn DaneelsEsteban MunicioKathleen SpaeyGilles VandewieleAlexander DejongheFemke OngenaeSteven LatréJeroen Famaey

Social-aware event handling within the FallRisk project

Femke De BackereJan Van den BerghSven CoppersShirley ElpramaJelle NelisStijn VerstichelAn JacobsKarin ConinxFemke OngenaeFilip De Turck

A1 Journal Article in METHODS OF INFORMATION IN MEDICINE

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

Pieter BonteFemke OngenaeFemke De BackereJeroen SchaballieDörthe ArndtStijn VerstichelErik MannensRik Van de WalleFilip De Turck

A1 Journal Article in KNOWLEDGE AND INFORMATION SYSTEMS

The OCarePlatform : a context-aware system to support independent living

Femke De BackerePieter BonteStijn VerstichelFemke OngenaeFilip De Turck

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Towards ontology based event processing

R TommasiniPieter BonteE Della ValleErik MannensFilip De TurckFemke Ongenae

2016

An ontology-enabled context-aware learning record store compatible with the experience API

Jonas AnseeuwStijn VerstichelFemke OngenaeRuben LagatieSylvie VenantFilip De Turck

Early detection of positive blood cultures using recurrent neural networks on time series data

Thomas PeifferJoeri RuyssinckJohan DecruyenaereFilip De TurckFemke OngenaeTom Dhaene

Generic semantic platform for the user-friendly development of intelligent IoT services

Pieter BonteFemke OngenaeFilip De Turck

GENESIM : genetic extraction of a single, interpretable model

Gilles VandewieleOlivier JanssensFemke OngenaeFilip De TurckSofie Van Hoecke

Improving OWL RL reasoning in N3 by using specialized rules

Dörthe ArndtBen De MeesterPieter BonteJeroen SchaballieJabran BhattiWim DereuddreRuben VerborghFemke OngenaeFilip De TurckRik Van de Walle et al.

Internet of robotic things : context-aware and personalized interventions of assistive social robots

Pieter SimoensChristof MahieuFemke OngenaeFemke De BackereStijn De PestelJelle NelisFilip De TurckSA ElpramaK KilpiC Jewell et al.

Learning semantic rules for intelligent transport scheduling in hospitals

Pieter BonteFemke OngenaeFilip De Turck

Mining semantic rules for optimizing transport assignments in hospitals

Pieter BonteFemke OngenaeEveline HoogstoelFilip De Turck

Opportunities to use robots to alleviate behavioral disturbances of nursing home residents

Shirley ElpramaK. KilpiCharlotte JewellFemke OngenaeFemke De BackereFilip De TurckPieter SimoensAn Jacobs

Personalized robot interactions to intercept behavioral disturbances of people with dementia

Femke OngenaeFemke De BackereJelle NelisStijn De PestelChristof MahieuS ElpramaC JewellA JacobsPieter SimoensFilip De Turck

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

Leen De BaetsJoeri RuyssinckThomas PeifferFilip De TurckFemke OngenaeTom DhaeneJohan Decruyenaere

Random survival forests for predicting the bed occupancy in the intensive care unit

Joeri RuyssinckJoachim van der HertenRein HouthooftFemke OngenaeIvo CouckuytBram GadeyneKirsten ColpaertJohan DecruyenaereFilip De TurckTom Dhaene

A1 Journal Article in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE

Semantic context consolidation and rule learning for optimized transport assignments in hospitals

Femke OngenaePieter BonteJeroen SchaballieBert VankeirsbilckFilip De Turck

Structured output prediction for semantic perception in autonomous vehicles

Rein HouthooftCedric De BoomStijn VerstichelFemke OngenaeFilip De Turck

The OCareCloudS project: toward organizing care through trusted cloud services

Femke De BackereFemke OngenaeFrederic VannieuwenborgJan Van OoteghemPieter DuysburghArne JansenJeroen HoebekeKim WuytsJen RosseyFloris Van den Abeele et al.

A1 Journal Article in INFORMATICS FOR HEALTH & SOCIAL CARE

User-friendly and scalable platform for the design of intelligent IoT services : a smart office use case

Pieter BonteFemke OngenaeJelle NelisThomas VanhoveFilip De Turck

2015

Digital Dr. House: A semantic alerting platform for the ICU

Femke OngenaeBram GadeyneFemke De BackereL De BUsP DepuydtJohan DecruyenaereFilip De Turck

Discovery of the potential role of sensors in a personal emergency response system: what can we learn from a single workshop?

Femke De BackereStijn VerstichelJ Van den BerghySA ElpramazFemke OngenaeFilip De TurckA JacobszK Coninxy

Evaluation and optimized usage of OWL 2 reasoners in an event-based eHealth context

Pieter BonteFemke OngenaeJeroen SchaballieBen De MeesterDörthe ArndtW DereuddreJ BhattiStijn VerstichelRuben VerborghRik Van de Walle et al.

Event-driven rule-based reasoning using EYE

Ben De MeesterDörthe ArndtPieter BonteJabran BhattiWim DereuddreRuben VerborghFemke OngenaeFilip De TurckErik MannensRik Van de Walle

LimeDS and the TraPIST project: a case study

Stijn VerstichelWannes KerckhoveThomas DupontBruno VolckaertFemke OngenaeFilip De TurckPiet Demeester

Ontology reasoning using rules in an eHealth context

Dörthe ArndtBen De MeesterPieter BonteJeroen SchaballieJabran BhattiWim DereuddreRuben VerborghFemke OngenaeFilip De TurckRik Van de Walle et al.

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

Rein HouthooftJoeri RuyssinckJoachim van der HertenSean StijvenIvo CouckuytBram GadeyneFemke OngenaeKirsten ColpaertJohan DecruyenaereTom Dhaene et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

Semantic intelligence for real-time automated media production

Pieter BonteFemke OngenaeJeroen SchaballieDörthe ArndtR WautersPhilip LerouxRuben VerborghRik Van de WalleErik MannensFilip De Turck

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

Femke De BackereFemke OngenaeFloris Van den AbeeleJelle NelisPieter BonteE ClementM PhilpottJeroen HoebekeStijn VerstichelAnn Ackaert et al.

A1 Journal Article in COMPUTERS IN BIOLOGY AND MEDICINE

2014

A self-learning nurse call system

Femke OngenaeMaxim ClaeysWannes KerckhoveThomas DupontP VerhoeveFilip De Turck

A1 Journal Article in COMPUTERS IN BIOLOGY AND MEDICINE

Ambient-aware continuous care through semantic context dissemination

Femke OngenaeJeroen FamaeyStijn VerstichelSaar De ZutterSteven LatréAnn AckaertPiet VerhoeveFilip De Turck

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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

Femke OngenaePieter DuysburghNicky SulmonMathijs VerstraeteLizzy BleumersSaar De ZutterStijn VerstichelAnn AckaertAn JacobsFilip De Turck

A1 Journal Article in APPLIED ONTOLOGY

Electrifying Overmere: the establishing of the Belgian utility systems in a perspective of urbanisation

Dieter Bruggeman

Integration of cloud based eCare services: a multidisciplinary challenge

Frederic VannieuwenborgJan Van OoteghemFemke OngenaeStijn VerstichelSofie Verbrugge

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

Floris Van den AbeeleJeroen HoebekeFemke De BackereFemke OngenaePieter BonteStijn VerstichelT CarlierP CrombezK De GryseS Danschotter et al.

Probabilistic priority assessment of nurse calls

Femke OngenaeDries MynyTom DhaeneTom DefloorDirk Van GoubergenPiet VerhoeveJohan DecruyenaereFilip De Turck

A1 Journal Article in MEDICAL DECISION MAKING

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

Frederic VannieuwenborgFemke OngenaeP DemyttenaereL Van PouckeJan Van OoteghemStijn VerstichelSofie VerbruggeDidier ColleFilip De TurckMario Pickavet

The innovation binder approach: a guide towards a social-technical balanced pervasive health system

A JacobsP DuysburghL BleumersFemke OngenaeAnn AckaertStijn Verstichel

Bookchapter in Pervasive health : state-of-the art and beyond

2013

A distributed reasoning platfom to preserve energy in wireless sensor networks

Femke OngenaeStijn VerstichelMaarten WijnantsFilip De Turck

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

Femke OngenaeMaxim ClaeysThomas DupontWannes KerckhoveP VerhoeveTom DhaeneFilip De Turck

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Ontology design and management for eCare services

Femke OngenaeFilip De TurckTom Dhaene

Semantic reasoning for intelligent emergency response applications

Anna HristoskovaFemke OngenaeFilip De Turck

Semantic reasoning for intelligent emergency response applications

Femke OngenaeAnna HristoskovaE TsiporkovaT TourwéFilip De Turck

Social-aware and context-aware multi-sensor fall detection platform

Femke De BackereFemke OngenaeFloris Van den AbeeleJeroen HoebekeStijn VerstichelAnn AckaertFilip De Turck

Time series classification for the prediction of dialysis in critically ill patients using echo state networks

Femke OngenaeStijn Van LooyDavid VerstraetenThierry VerplanckeDominique BenoitFilip De TurckTom DhaeneBenjamin SchrauwenJohan Decruyenaere

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

2012

Novel applications integrate location and context information

Matthias StrobbeOlivier Van LaereFemke OngenaeSamuel DauweBart DhoedtFilip De TurckPiet DemeesterKris Luyten

A1 Journal Article in IEEE PERVASIVE COMPUTING

Ontology-driven dynamic discovery and distributed coordination of a robot swarm

Niels BoutenAnna HristoskovaFemke OngenaeJelle NelisFilip De Turck

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

Femke OngenaeP DuysburghM VerstraeteN SulmonL BleumersA JacobsAnn AckaertS De ZutterStijn VerstichelFilip De Turck

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

Femke OngenaeFilip De Turck

2011

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

Stijn VerstichelFemke OngenaeBruno VolckaertFilip De TurckBart DhoedtTom DhaenePiet Demeester

A1 Journal Article in EXPERT SYSTEMS

An ontology-based nurse call management system (oNCS) with probabilistic priority assessment

Femke OngenaeDries MynyTom DhaeneTom DefloorDirk Van GoubergenPiet VerhoeveJohan DecruyenaereFilip De Turck

A1 Journal Article in BMC HEALTH SERVICES RESEARCH

Efficient data integration in the railway domain through an ontology-based methodology

Stijn VerstichelFemke OngenaeLeanneke LoeveFrederik VermeulenPieter DingsBart DhoedtTom DhaeneFilip De Turck

A1 Journal Article in TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Participatory design of a continuous care ontology : towards a user-driven ontology engineering methodology

Femke OngenaeLizzy BleumesNicky SulmonMathijs VerstraeteMieke Van GilsAn JacobsSaar De ZutterPiet VerhoeveAnn AckaertFilip De Turck

Towards ontology co-creation in institutionalized care setings

Lizzy BleumersNicky SulmonFemke OngenaeAn JacobsMathijs VerstraeteMieke Van GilsAnn AckaertSaar De Zutter

2010

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

Femke OngenaeTom DhaeneFilip De TurckDominique BenoitJohan Decruyenaere

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

Femke OngenaeFemke De BackereKristof SteurbautKirsten ColpaertWannes KerckhoveJohan DecruyenaereFilip De Turck

A1 Journal Article in BMC MEDICAL INFORMATICS AND DECISION MAKING

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

Femke OngenaeAnn AckaertFilip De TurckAn JacobsAnnelies VeysPiet VerhoeveMieke Van Gils

2009

Design of ICU medical decision support applications by integrating service oriented applications with a rule-based system

Femke OngenaeThomas DupontWannes KerckhoveWouter HaerickKristof TaveirneFilip De TurckJohan Decruyenaere

Efficient management of distributed and dynamic ontologies

2008

Design of a semantic person-oriented nurse call management system

Femke OngenaeMatthias StrobbeJan HollezGregory De JansFilip De TurckTom DhaenePiet DemeesterP Verhoeve

A1 Journal Article in INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES

Ontology based and context-aware hospital nurse call optimization

Femke OngenaeMatthias StrobbeJan HollezGregory De JansFilip De TurckTom DhaenePiet DemeesterP Verhoeve

OTAGen: A tunable ontology generator for benchmarking ontology-based agent collaboration

Femke OngenaeStijn VerstichelFilip De TurckTom DhaeneBart DhoedtPiet Demeester