Ghent University Academic Bibliography

Fuzzy constraints for knowledge graph embeddings

Michael Weyns (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2026) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 36(1). p.1-49

Journal Article
A1
open access

Toward context-aware anomaly detection for AIOps in microservices using dynamic knowledge graphs

Pieter Moens (UGent) , Bram Steenwinckel (UGent) , Femke Ongenae (UGent) , Bruno Volckaert (UGent) and Sofie Van Hoecke (UGent)

(2026) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 23. p.1970-1988

Add to list

Journal Article
A1
open access

On syntactical simplification of temporal operators in negation-free metric temporal logic

Mathijs van Noort (UGent) , Femke Ongenae (UGent) and Pieter Bonte (UGent)

(2026) MATHEMATICS. 14(7).

Add to list

Research Data

A holistic approach on multiple health behaviours and their linked determinants: a project towards personalized health interventions in older adults

Kim Cnudde (UGent) , Delfien Van Dyck (UGent) , Laura Maenhout (UGent) , Femke Ongenae (UGent) and Femke De Backere (UGent)

(2026)

Add to list

Journal Article
A1
open access

OnlineNeuro : active online learning for effective exploration of neural simulation parameters

Diego Nieves Avendano (UGent) , Arne Callaert (UGent) , Philipp Schnepel, Vojkan Mihajlovic, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2026) SOFTWAREX. 34.

Add to list

Journal Article
A1
open access

Exploratory decoding of TMS-EEG : predicting TEP response to intermittent and continuous theta burst stimulation

Arne Callaert (UGent) , Kristl Vonck (UGent) , Diego Nieves Avendano (UGent) , Sofie Carrette (UGent) , Chiara Silvestri, Philipp Schnepel, Vojkan Mihajlovic, Evelien Carrette (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2026) NEUROIMAGE. 334.

Add to list

Journal Article
A1
open access

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

Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Koen Paemeleire (UGent) and Sofie Van Hoecke (UGent)

(2025) JOURNAL OF HEADACHE AND PAIN. 26(1).

Add to list

Journal Article
A1
open access

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

Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Mathias De Brouwer (UGent) , Koen Paemeleire (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) BMC MEDICAL INFORMATICS AND DECISION MAKING. 25(1).

Add to list

Journal Article
A2
open access

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

Nicolas Vandenbussche (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Koen Paemeleire (UGent)

(2025) NEUROLOGY INTERNATIONAL. 17(3).

Add to list

Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks

Michael Weyns (UGent) , Sander Vanden Hautte, Annelies Lejon (UGent) , Veerle Ledoux (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 33(4).

Add to list

Interpretable machine learning models for COPD ease of breathing estimation

Thomas Kok (UGent) , John Morales, Dirk Deschrijver (UGent) , Dolores Blanco-Almazan, Willemijn Groenendaal, David Ruttens, Christophe Smeets, Vojkan Mihajlovic, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 63(5). p.1481-1495

Add to list

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

Bram Steenwinckel (UGent) , Colin Soete (UGent) , Pieter Moens (UGent) , Joris Mussche, Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) SEMANTIC WEB-ISWC 2024, PT III. In Lecture notes in computer science 15233. p.236-252

Add to list

Journal Article
A1
open access

Explainable knowledge graph embeddings for industrial process monitoring & control

Michael Weyns (UGent) , Thibault Blyau (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) INFORMATION FUSION. 123.

Add to list

Journal Article
A1
open access

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

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2025) APPLIED SCIENCES-BASEL. 15(20).

Add to list

Journal Article
A1
open access

Causalteshap : discerning predictive from prognostic features for treatment effect analysis

Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2025) INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. 16. p.7487-7507

Add to list

Conference Paper
C1
open access

Leveraging query decomposition for scalable SPARQL materialization in dataspaces

Maarten Vandenbrande (UGent) , Thibeau Vercruyssen, Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2025) SDS 2025 : Semantics in Dataspaces 2025 : proceedings of the Third International Workshop on Semantics in Dataspaces (SDS 2025) co-located with the Extended Semantic Web Conference (ESWC 2025). In CEUR workshop proceedings 4007.

Add to list

Journal Article
A1
open access

RR-GCN : exploring untrained random embeddings for relational graphs

Sandeep Ramachandra (UGent) , Vic Degraeve, Gilles Vandewiele (UGent) , Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 35(6). p.809-834

Add to list

A holistic approach to multiple health behaviours and their determinants in older adults : study protocol

Kim Cnudde (UGent) , Laura Maenhout (UGent) , Femke De Backere (UGent) , Femke Ongenae (UGent) and Delfien Van Dyck (UGent)

(2025) 39th Annual Conference of the European Health Psychology Society 'Putting Health Psychology to Work : Prevention, Practice and Policy' Book of Abstracts.

Add to list

Journal Article
A1
open access

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

Kyana Bosschaerts (UGent) , Arian Kashefi (UGent) , Lieven De Marez (UGent) , Peter Conradie (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) DIGITAL HEALTH. 11.

Add to list

Building digital therapeutic alliance with smoking cessation chatbots : an experimental examination of communication style and user personality

Arian Kashefi (UGent) , Kyana Bosschaerts (UGent) , Femke Ongenae (UGent) , Lieven De Marez (UGent) , Stephen Lee Murphy, Peter Conradie (UGent) and Mariek Vanden Abeele (UGent)

(2025) INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION. p.1-22

Add to list

Conference Paper
P1
open access

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

Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2025) COMPANION PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW COMPANION 2025. p.3030-3034

Add to list

Conference Paper
P1
open access

Incremunica : web-based incremental view maintenance for SPARQL

Maarten Vandenbrande (UGent) , Ruben Taelman (UGent) , Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2025) The Semantic Web : 22nd European Semantic Web Conference, ESWC 2025, Proceedings, Part II. In Lecture notes in computer science 15719. p.297-315

Add to list

Miscellaneous

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

Arian Kashefi (UGent) , Kyana Bosschaerts (UGent) , Lieven De Marez (UGent) , Femke Ongenae (UGent) and Peter Conradie (UGent)

(2025) SSRN.

Add to list

Journal Article
A1
open access

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

Nicolas Vandenbussche (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Koen Paemeleire (UGent)

(2024) BRAIN AND BEHAVIOR. 14(1).

Add to list

Journal Article
A1
open access

Benchmarking whole knowledge graph embedding techniques

Pieter Bonte (UGent) , Sander Vanden Hautte, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184

Add to list

Journal Article
A1
open access

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

Mathias De Brouwer (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(2).

Add to list

Miscellaneous
open access

RDF surfaces : enabling classical negation on the semantic web

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

(2024) SEMANTIC WEB.

Add to list

Journal Article
A1
open access

A holistic view over ontologies for Streaming Linked Data

Pieter Bonte (UGent) , Femke Ongenae (UGent) and Riccardo Tommasini

(2024) SEMANTIC WEB. 15(5). p.2005-2033

Add to list

Journal Article
A1
open access

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

Mathias De Brouwer (UGent) , Pieter Bonte (UGent) , Doerthe Arndt, Miel Vander Sande (UGent) , Anastasia Dimou (UGent) , Ruben Verborgh (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) JOURNAL OF BIOMEDICAL SEMANTICS. 15(1).

Add to list

Journal Article
A1
open access

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

Jonas Van Der Donckt (UGent) , Nicolas Vandenbussche (UGent) , Jeroen Van Der Donckt (UGent) , Stephanie Chen (UGent) , Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Koen Paemeleire (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2024) SCIENTIFIC REPORTS. 14(1).

Add to list

Journal Article
A1
open access

INK : knowledge graph representation for efficient and performant rule mining

Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2024) SEMANTIC WEB. 15(4). p.1367-1388

Add to list

Conference Paper
C1
open access

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

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Jan De Waele (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2024) ICMHI '24 : Proceedings of the 2024 8th International Conference on Medical and Health Informatics. p.311-317

Add to list

Journal Article
A1
open access

Unlocking the potential of smartphone and ambient sensors for ADL detection

Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Martijn Courteaux (UGent) , Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) SCIENTIFIC REPORTS. 14(1).

Add to list

Conference Paper
C1
open access

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

Nathan Vandemoortele (UGent) , Bram Steenwinckel (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2024) SemTab 2024 : Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024 : proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024). In CEUR workshop proceedings 3889. p.54-68

Add to list

Conference Paper
P1
open access

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

Dörthe Arndt (UGent) , Jos De Roo (UGent) , Patrick Hochstenbach (UGent) , Rebekka Martens, Femke Ongenae (UGent) and Mathijs van Noort (UGent)

(2024) RULES AND REASONING, RULEML+RR 2024. In Lecture Notes in Computer Science 15183. p.200-216

Add to list

Conference Paper
P1
open access

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

Arian Kashefi (UGent) , Kyana Bosschaerts (UGent) , Stephen Murphy (UGent) , Sofie Van Hoecke (UGent) , Mariek Vanden Abeele (UGent) , Lieven De Marez (UGent) , Femke Ongenae (UGent) and Peter Conradie (UGent)

(2024) HUMAN-CENTERED DESIGN, OPERATION AND EVALUATION OF MOBILE COMMUNICATIONS, PT I, MOBILE 2024. In Lecture Notes in Computer Science 14737. p.59-79

Add to list

Conference Paper
C1
open access

Tree visualization of patient information for explainability of AI outputs

Sandeep Ramachandra (UGent) , David Vander Mijnsbrugge, P.J Lammertyn, S. Dupulthys, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) VOILA! 2023 Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs 2023. In CEUR Workshop Proceedings 3508. p.63-69

Add to list

Journal Article
A1
open access

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

Jarne Verhaeghe (UGent) , Thomas De Corte (UGent) , Christopher M. Sauer, Tom Hendriks, Olivier W.M. Thijssens, Femke Ongenae (UGent) , Paul Elbers, Jan De Waele (UGent) and Sofie Van Hoecke (UGent)

(2023) INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 175.

Add to list

Conference Paper
C1
open access

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

Thomas Kok (UGent) , W. Groenendaal, S. Blanco-Almazan, L. Lijnen, C. Smeets, D. Ruttens, J. Morales, Tom Dhaene (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) , et al.

(2023) KDH@IJCAI 2023 : Knowledge Discovery from Healthcare Data 2023 : proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data. In CEUR workshop proceedings 3479.

Add to list

Conference Paper
P1
open access

Powershap : a power-full shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87

Add to list

Workshops at the Web Conference 2023

Femke Ongenae (UGent) and Riccardo Tommasini

(2023) Companion of the World Wide Web Conference, WWW 2023. p.659-659

Add to list

Journal Article
A1
open access

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 Corte (UGent) , Jarne Verhaeghe (UGent) , Sofie Dhaese, Sarah Van Vooren, Jerina Boelens (UGent) , Alain Verstraete (UGent) , Veronique Stove (UGent) , Femke Ongenae (UGent) , Liesbet De Bus (UGent) , Pieter Depuydt (UGent) , et al.

(2023) ANNALS OF INTENSIVE CARE. 13(1).

Add to list

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

Thomas De Corte (UGent) , Jarne Verhaeghe (UGent) , Femke Ongenae (UGent) , Sofie Van Hoecke (UGent) and Jan De Waele (UGent)

(2023) ICU MANAGEMENT. 23(4). p.144-147

Add to list

Journal Article
A1
open access

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

Ganjour Mazaev, Michael Weyns (UGent) , Filip Vancoillie, Guido Vaes, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) WATER SUPPLY. 23(1). p.162-178

Add to list

Journal Article
A1
open access

Parameter efficient neural networks with singular value decomposed kernels

David Vander Mijnsbrugge, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692

Add to list

Journal Article
A1
open access

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

Ganjour Mazaev, Michael Weyns (UGent) , Pieter Moens (UGent) , Pieter Jan Haest, Filip Vancoillie, Guido Vaes, Joeri Debaenst, Aagje Waroux, Kris Marlein, Femke Ongenae (UGent) , et al.

(2023) JOURNAL OF HYDROINFORMATICS. 25(3). p.851-866

Add to list

Journal Article
A1
open access

Context-aware deep learning with dynamically assembled weight matrices

David Vander Mijnsbrugge, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) INFORMATION FUSION. 100.

Add to list

Conference Paper
C1
open access

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

Tom Windels (UGent) , Wout Slabbinck (UGent) , Pieter Bonte (UGent) , Stijn Verstichel (UGent) , Pieter Colpaert (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.

Add to list

Conference Paper
C3
open access

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

Thomas De Corte (UGent) , Laura Van Maele, Jona Dietvorst, Jarne Verhaeghe (UGent) , Ann Vandendriessche, N De Neve, Sofie Vanderhaeghen (UGent) , A Dumoulin, W. Temmerman, B Dewulf, et al.

(2023) ESICM, 36th Annual congress, Abstracts.

Add to list

Journal Article
A1
open access

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

Mathias De Brouwer (UGent) , Bram Steenwinckel (UGent) , Ziye Fang, Marija Stojchevska (UGent) , Pieter Bonte (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) SEMANTIC WEB. 14(5). p.893-941

Add to list

Journal Article
A1
open access

TALK : tracking activities by linking knowledge

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 122.

Add to list

Conference Paper
C1
open access

Towards cascading reasoning for generic edge processing

Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2023) Semantic Web on Constrained Things 2023 (SWoCoT 2023) : proceedings of the First International Workshop on Semantic Web on Constrained Things co-located with 20th Extended Semantic Web Conference (ESWC 2023). In CEUR workshop proceedings 3412. p.47-60

Add to list

Journal Article
A1
open access

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

Marija Stojchevska (UGent) , Mathias De Brouwer (UGent) , Martijn Courteaux (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(10).

Add to list

Conference Paper
P1
open access

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

Bram Steenwinckel (UGent) , Mathias De Brouwer (UGent) , Marija Stojchevska (UGent) , Jeroen Van Der Donckt (UGent) , Jelle Nelis (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Koen Casier (UGent) , Jan Van Ooteghem (UGent) , Pieter Crombez, et al.

(2023) PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE, PERVASIVEHEALTH 2022. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360

Add to list

Conference Paper
P1
open access

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

Kyana Bosschaerts (UGent) , Jeroen Stragier, Bram Steenwinckel (UGent) , Lieven De Marez (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE, PERVASIVEHEALTH 2022. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.636-650

Add to list

Journal Article
A1
open access

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Michael Weyns (UGent) , Ganjour Mazaev, Guido Vaes, Filip Vancoillie, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2023) URBAN WATER JOURNAL. 20(7). p.859-881

Add to list

Journal Article
A1
open access

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

Jelle Vanhaeverbeke (UGent) , Emiel Deprost (UGent) , Pieter Bonte (UGent) , Matthias Strobbe (UGent) , Jelle Nelis (UGent) , Bruno Volckaert (UGent) , Femke Ongenae (UGent) , Steven Verstockt (UGent) and Sofie Van Hoecke (UGent)

(2023) SENSORS. 23(5).

Add to list

Conference Paper
P1
open access

pyRDF2Vec : a Python implementation and extension of RDF2Vec

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Terencio Agozzino and Femke Ongenae (UGent)

(2023) SEMANTIC WEB, ESWC 2023. In Lecture Notes in Computer Science 13870. p.471-483

Add to list

Conference Paper
P1
open access

RoXi : a framework for reactive reasoning

Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2023) SEMANTIC WEB : ESWC 2023 SATELLITE EVENTS. In Lecture Notes in Computer Science 13998. p.159-163

Add to list

Conference Paper
C1
open access

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

Maarten Vandenbrande (UGent) , Maxime Jakubowski, Pieter Bonte (UGent) , Bart Buelens, Femke Ongenae (UGent) and Jan Van den Bussche

(2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.

Add to list

Journal Article
A1
open access

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

Jarne Verhaeghe (UGent) , Sofie Dhaese, Thomas De Corte (UGent) , David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain Verstraete (UGent) , Veronique Stove (UGent) , Pieter Colin, Femke Ongenae (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

Add to list

Conference Paper
P1
open access

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

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve, Filip De Turck (UGent) , Koen Paemeleire (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2022, WWW 2022 COMPANION. p.264-268

Add to list

Conference Paper
C3
open access

Hybrid machine learning for leak localization in the drinking water grid

Ganjour Mazaev, Michael Weyns (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

Add to list

Conference Paper
C3
open access

PowerShap : a power-full Shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.

Add to list

Conference Paper
C1
open access

From self-reporting to monitoring for improved migraine management

Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Pieter Moens (UGent) , Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Stef Pletinck (UGent) , Nicolas Vandenbussche (UGent) , Annelis Goris, Koen Paemeleire (UGent) , Femke Ongenae (UGent) , et al.

(2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.

Add to list

Journal Article
A1
open access

Hierarchical pattern matching for anomaly detection in time series

Matthias Van Onsem, Dieter De Paepe, Sander Vanden Hautte, Pieter Bonte (UGent) , Veerle Ledoux (UGent) , Annelies Lejon (UGent) , Femke Ongenae (UGent) , D. Dreesen and Sofie Van Hoecke (UGent)

(2022) COMPUTER COMMUNICATIONS. 193. p.75-81

Add to list

Journal Article
A1
open access

An adaptation algorithm for personalised virtual reality exposure therapy

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

(2022) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 225.

Add to list

NAOMI platform optimizes communication with relatives of patients

Kirsten Colpaert (UGent) , Mathias Syx (UGent) , Bram Gadeyne (UGent) , Tom Van Acker, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.

Add to list

Conference Paper
C1
open access

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

Ganjour Mazaev, Michael Weyns (UGent) , Filip Vancoillie, Guido Vaes, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2022) 2022 IEEE International Conference on Big Data (Big Data). p.4854-4859

Add to list

Journal Article
A1
open access

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

Marija Stojchevska (UGent) , Bram Steenwinckel (UGent) , Jonas Van Der Donckt (UGent) , Mathias De Brouwer (UGent) , Annelies Goris, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

Add to list

Journal Article
A1
open access

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

Mathias De Brouwer (UGent) , Nicolas Vandenbussche (UGent) , Bram Steenwinckel (UGent) , Marija Stojchevska (UGent) , Jonas Van Der Donckt (UGent) , Vic Degraeve, Jasper Vaneessen (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Paul Boon (UGent) , et al.

(2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).

Add to list

INK : knowledge graph embeddings for node classification

Bram Steenwinckel (UGent) , Gilles Vandewiele (UGent) , Michael Weyns (UGent) , Terencio Agozzino, Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) DATA MINING AND KNOWLEDGE DISCOVERY. 36(2). p.620-667

Add to list

Journal Article
A1
open access

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

Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2022) KNOWLEDGE AND INFORMATION SYSTEMS. 64. p.1781-1815

Add to list

Journal Article
A1
open access

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

Pieter Moens (UGent) , Sander Vanden Hautte, Dieter De Paepe, Bram Steenwinckel (UGent) , Stijn Verstichel (UGent) , Steven Vandekerckhove, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2021) APPLIED SCIENCES-BASEL. 11(21).

Add to list

Journal Article
A1
open access

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

Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel (UGent) , Pieter Moens (UGent) , Jasper Vaneessen (UGent) , Steven Vandekerckhove, Bruno Volckaert (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2021) APPLIED SCIENCES-BASEL. 11(24).

Add to list

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

Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , György Kovács, Lucas Sterckx (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Johan Decruyenaere (UGent) , et al.

(2021) ARTIFICIAL INTELLIGENCE IN MEDICINE. 111.

Add to list

Conference Paper
P1
open access

RSP4J : an API for RDF stream processing

Riccardo Tommasini, Pieter Bonte (UGent) , Femke Ongenae (UGent) and Emanuele Della Valle

(2021) The Semantic Web 18th International Conference, ESWC 2021, Proceedings. In Lecture notes in computer science 12731. p.565-581

Add to list

Conference Paper
P1
open access

Towards an evaluation framework for expressive stream reasoning

Pieter Bonte (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2021) SEMANTIC WEB: ESWC 2021 SATELLITE EVENTS. In Lecture notes in computer science 12739. p.76-81

Add to list

Conference Paper
P1
open access

Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs

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

(2021) DATABASE AND EXPERT SYSTEMS APPLICATIONS - DEXA 2021 WORKSHOPS. In Communications in Computer and Information Science 1479. p.70-80

Add to list

Journal Article
A1
open access

GENDIS : genetic discovery of shapelets

Gilles Vandewiele (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2021) SENSORS. 21(4).

Add to list

Miscellaneous

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

Gilles Vandewiele (UGent) , Femke Ongenae (UGent) and Isabelle Dehaene (UGent)

(2021) BIOCYBERNETICS AND BIOMEDICAL ENGINEERING. 41(3). p.944-945

Add to list

Journal Article
A1
open access

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

Bram Steenwinckel (UGent) , Dieter De Paepe, Sander Vanden Hautte, Pieter Heyvaert (UGent) , Mohamed Bentefrit, Pieter Moens (UGent) , Anastasia Dimou (UGent) , Bruno Van Den Bossche (UGent) , Filip De Turck (UGent) , Sofie Van Hoecke (UGent) , et al.

(2021) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 116. p.30-48

Add to list

Conference Paper
C1
open access

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

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

(2020) 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). In CEUR workshop proceedings 2721. p.54-59

Add to list

Journal Article
A1
open access

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

Sander Vanden Hautte, Pieter Moens (UGent) , Joachim Van Herwegen (UGent) , Dieter De Paepe, Bram Steenwinckel (UGent) , Stijn Verstichel (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2020) SENSORS. 20(4).

Add to list

Conference Paper
C1
open access

RDF Stream processing prototyping with streaming MASSIF

Pieter Bonte (UGent) and Femke Ongenae (UGent)

(2020) 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). In CEUR Workshop Proceedings 2721. p.171-175

Add to list

Conference Paper
P1
open access

Distributed continuous home care provisioning through personalized monitoring & treatment planning

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

(2020) WWW'20: COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2020. p.143-147

Add to list

Journal Article
A1
open access

A generalized matrix profile framework with support for contextual series analysis

Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel (UGent) , Filip De Turck (UGent) , Femke Ongenae (UGent) , Olivier Janssens (UGent) and Sofie Van Hoecke (UGent)

(2020) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 90.

Add to list

Journal Article
A1
open access

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

Stéphanie Carlier (UGent) , Sara Van der Paelt (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) and Filip De Turck (UGent)

(2020) SENSORS. 20(4).

Add to list

Conference Paper
C1
open access

Unsupervised anomaly detection for communication networks : an autoencoder approach

Pieter Bonte (UGent) , Sander Vanden Hautte, Annelies Lejon, Veerle Ledoux, Filip De Turck (UGent) , Sofie Van Hoecke (UGent) and Femke Ongenae (UGent)

(2020) IoT streams for data-driven predictive maintenance and IoT, edge, and mobile for embedded machine learning. In Communications in Computer and Information Science 1325. p.160-172

Add to list

Conference Paper
C1
open access

Conditional constraints for knowledge graph embeddings

Michael Weyns (UGent) , Pieter Bonte (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2020) Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020). In CEUR Workshop Proceedings 2635.

Add to list

Conference Paper
P1
open access

Harmoney : semantics for FinTech

Stijn Verstichel (UGent) , T. Blommaert, S. Coppens, T. Van Maele, Wouter Haerick (UGent) and Femke Ongenae (UGent)

(2020) PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT (KEOD), VOL 2. p.141-148

Add to list

Journal Article
A1
open access

Clinical information extraction for preterm birth risk prediction

Lucas Sterckx (UGent) , Gilles Vandewiele (UGent) , Isabelle Dehaene (UGent) , Olivier Janssens (UGent) , Femke Ongenae (UGent) , Femke De Backere (UGent) , Filip De Turck (UGent) , Kristien Roelens (UGent) , Johan Decruyenaere (UGent) , Sofie Van Hoecke (UGent) , et al.

(2020) JOURNAL OF BIOMEDICAL INFORMATICS. 110.

Add to list

Journal Article
A1
open access

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

Gilles Vandewiele (UGent) , Bram Steenwinckel (UGent) , Filip De Turck (UGent) and Femke Ongenae (UGent)

(2020) BMC MEDICAL INFORMATICS AND DECISION MAKING. 20(Suppl 4).

Add to list

Conference Paper
P1
open access

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

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

(2020) SEMANTIC WEB - ISWC 2020, PT II. In Lecture Notes in Computer Science 12507. p.344-357

Add to list

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

Pieter Bonte (UGent) , Riccardo Tommasini, Filip De Turck (UGent) , Femke Ongenae (UGent) and Emanuele Della Valle

(2019) DEBS'19 : PROCEEDINGS OF THE 13TH ACM INTERNATIONAL CONFERENCE ON DISTRIBUTED AND EVENT-BASED SYSTEMS. p.103-114

Add to list

Conference Paper
C1
open access

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

Gilles Vandewiele (UGent) , Bram Steenwinckel (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2019) SEPDA 2019, Proceedings of the 4th International Workshop on Semantics-Powered Data Mining and Analytics. In CEUR workshop proceedings 2427. p.1-6

Add to list

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

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

(2019) ARTIFICIAL INTELLIGENCE IN MEDICINE. 97. p.38-43

Add to list

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

Youri Geurkink, Gilles Vandewiele (UGent) , Maarten Lievens (UGent) , Filip De Turck (UGent) , Femke Ongenae (UGent) , Stijn Matthys (UGent) , Jan Boone (UGent) and Jan Bourgois (UGent)

(2019) INTERNATIONAL JOURNAL OF SPORTS PHYSIOLOGY AND PERFORMANCE. 14(6). p.841-846

Add to list

Journal Article
A1
open access

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

Pieter Bonte (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2019) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 29(6). p.819-847

Add to list

Book Chapter

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

Tom Seymoens, Femke Ongenae (UGent) , An Jacobs, Stijn Verstichel (UGent) and Ann Ackaert (UGent)

(2019) Human work interaction design : designing engaging automation. In IFIP Advances in Information and Communication Technology p.200-214