Ghent University Academic Bibliography

Journal Article
A1
open access

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

José Pedro Pereira dos Santos (UGent) , Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Nicola Di Cicco and Filip De Turck (UGent)

(2025) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 166.

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Journal Article
A1
open access

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

José Pedro Pereira dos Santos (UGent) , Efstratios Reppas, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2025) JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 234.

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Conference Paper
open access

Low-Latency Volumetric Video Conferencing in Congested Networks Through L4S

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Chia-Yu Chang, Koen De Schepper, Patrice Rondao Alface, Danny De Vleeschauwer (UGent) , Tim Wauters (UGent) , Peter Steenkiste (UGent) and Filip De Turck (UGent)

(2025) Proceedings of the 16th ACM Multimedia Systems Conference. p.113-123

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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).

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Journal Article
A1
open access

Impact of latency on QoE, performance, and collaboration in interactive multi-user virtual reality

Sam Van Damme (UGent) , Mohammad Javad Sameri (UGent) , Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) APPLIED SCIENCES-BASEL. 14(6).

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Conference Paper
C1
open access

Enabling adaptive and reliable video delivery over hybrid unicast/broadcast networks

Casper Haems (UGent) , Jeroen van der Hooft (UGent) , Hannes Mareen (UGent) , Peter Steenkiste (UGent) , Glenn Van Wallendael (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) NOSSDAV '24 : proceedings of the 34th edition of the Workshop on Network and Operating System Support for Digital Audio and Video. p.29-35

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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

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Feather : lightweight container alternatives for deploying workloads in the edge

Tom Goethals (UGent) , Maxim De Clercq, Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2024) Proceedings of the 14th International Conference on Cloud Computing and Services Science (CLOSER 2024). p.1-11

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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).

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Conference Paper
P1
open access

Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning

José Pedro Pereira dos Santos (UGent) , M. Zaccarini, F. Poltronieri, M. Tortonesi, C. Stefanelli, N. Di Cicco and Filip De Turck (UGent)

(2024) PROCEEDINGS OF 2024 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, NOMS 2024. In IEEE IFIP Network Operations and Management Symposium

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Conference Paper
P1
open access

Scalable MDC-based volumetric video delivery for real-time one-to-many WebRTC conferencing

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.121-131

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Conference Paper
P1
open access

Demonstrating adaptive many-to-many immersive teleconferencing for volumetric video

Matthias De Fré (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.453-458

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Conference Paper
P1
open access

Collaborative cooking in VR : effects of network distortion in multi-user virtual environments

Mohammad Javad Sameri (UGent) , Sam Van Damme (UGent) , Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) PROCEEDINGS OF THE 2024 15TH ACM MULTIMEDIA SYSTEMS CONFERENCE 2024, MMSYS 2024. p.509-515

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Context-aware and reliable transport layer framework for interactive immersive media delivery over millimeter wave

Hemanth Kumar Ravuri, Jakob Struye, Jeroen van der Hooft (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Jeroen Famaey and Maria Torres Vega (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(4).

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Conference Paper
P1
open access

Towards intent-based scheduling for performance and security in edge-to-cloud networks

José Pedro Pereira dos Santos (UGent) , Eddy Truyen, Christoph Baumann, Filip De Turck (UGent) , Gerald Budigiri and Wouter Joosen

(2024) PROCEEDINGS OF THE 27TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS, ICIN. In Conference on Innovations in Clouds Internet and Networks p.222-227

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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

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Journal Article
A1
open access

Physiology-driven cybersickness detection in virtual reality : a machine learning and explainable AI approach

Mohammad Javad Sameri (UGent) , Hendrick Coenegracht, Sam Van Damme (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) VIRTUAL REALITY. 28(4).

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Conference Paper
P1
open access

Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Peter Steenkiste (UGent)

(2024) 2024 33RD INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, ICCCN 2024. In IEEE International Conference on Computer Communications and Networks

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Journal Article
A2
open access

Improving generalization of ML-based IDS with lifecycle-based dataset, auto-learning features, and deep learning

Didik Sudyana, Ying-Dar Lin, Miel Verkerken (UGent) , Ren-Hung Hwang, Yuan-Cheng Lai, Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING. 2. p.645-662

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Journal Article
A1
open access

Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems

Mays AL-Naday, Vlad Dobre, Martin Reed, Salman Toor, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) ANNALS OF TELECOMMUNICATIONS. 79. p.165-178

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Journal Article
A1
open access

Warrens : decentralized connectionless tunnels for edge container networks

Tom Goethals (UGent) , Mays Al-Naday, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 21(4). p.4282-4296

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Conference Paper
P1
open access

Enhancing virtual reality stress relief with haptics : the virtual rage room use case

Mohammad Javad Sameri (UGent) , Flor Neufkens, Sam Van Damme (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) 2024 16TH INTERNATIONAL CONFERENCE ON QUALITY OF MULTIMEDIA EXPERIENCE, QOMEX 2024. In International Workshop on Quality of Multimedia Experience p.246-249

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Journal Article
A1
open access

A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement

Vincent Bracke (UGent) , José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2024) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 32(3).

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Journal Article
A1
open access

Analyzing the applicability of psychometric QoE modeling for projection-based point cloud video quality assessment

Sam Van Damme (UGent) , Jeroen van der Hooft (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2024) EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. 2024(1).

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Conference Paper
P1
open access

Quality analysis in IDS dataset : impact on model generalization

Didik Sudyana, Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Ying-Dar Lin, Ren-Hung Hwang, Yuan-Cheng Lai, Fietyata Yudha, Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) 2024 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY, CNS 2024. In IEEE Conference on Communications and Network Security p.1-6

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Journal Article
A2
open access

Accelerated bitrate ladder creation for video live streaming using temporal layer injection

Hannes Mareen (UGent) , Casper Haems (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) , Peter Lambert (UGent) and Glenn Van Wallendael (UGent)

(2024) INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING. 18(4). p.617-636

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Conference Paper
P1
open access

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel Verkerken (UGent) , José Pedro Pereira dos Santos (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2024) 2024 20TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM 2024. In International Conference on Network and Service Management

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Conference Paper
P1
open access

Trusting the cloud-native edge : remotely attested Kubernetes workers

Ing. Jordi Thijsman (UGent) , Merlijn Sebrechts (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2024) 2024 33RD INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS, ICCCN 2024. In IEEE International Conference on Computer Communications and Networks 18.

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Conference Paper
P1
open access

Real-time demonstration of low-latency video delivery via hybrid unicast-broadcast networks

Casper Haems (UGent) , Jeroen van der Hooft (UGent) , Hannes Mareen (UGent) , Peter Steenkiste (UGent) , Glenn Van Wallendael (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2024) 2024 20TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM 2024. In International Conference on Network and Service Management p.1-3

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Journal Article
A1
open access

Identifying app components that promote physical activity : a group concept mapping study

Maya Braun (UGent) , Stéphanie Carlier (UGent) , Femke De Backere (UGent) , Marie Van de Velde, Filip De Turck (UGent) , Geert Crombez (UGent) and Annick De Paepe (UGent)

(2024) PEERJ. 12.

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Conference Paper
P1
open access

Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum

N. Di Cicco, F. Poltronieri, José Pedro Pereira dos Santos (UGent) , M. Zaccarini, M. Tortonesi, C. Stefanelli and Filip De Turck (UGent)

(2024) 2024 20TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT, CNSM 2024. In International Conference on Network and Service Management

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The Open Anatomy Explorer : a journey towards accessible open-source 3D learning environments

Vicky Vandenbossche (UGent) , Michiel Van Kenhove (UGent) , Noeska Smit, Wouter Willaert (UGent) , Filip De Turck (UGent) , Bruno Volckaert (UGent) , Martin Valcke (UGent) and Emmanuel Audenaert (UGent)

(2024) JOURNAL OF VISUAL COMMUNICATION IN MEDICINE. 47(3). p.85-96

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Research Data

Auto-scaling dataset based on the gym-hpa framework

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023)

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Research Data

jpedro1992/gym-hpa: v0.0.1-alpha

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023)

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Journal Article
A2
open access

Characterizing the impact of data-damaged models on generalization strength in intrusion detection

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) JOURNAL OF CYBERSECURITY AND PRIVACY. 3(2). p.118-144

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Conference Paper
P1
open access

Immersive and interactive subjective quality assessment of dynamic volumetric meshes

Sam Van Damme (UGent) , Imen Mahdi, Hemanth Kumar Ravuri, Jeroen van der Hooft (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 15th International Conference on Quality of Multimedia Experience (QoMEX). In International Workshop on Quality of Multimedia Experience p.141-146

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Conference Paper
P1
open access

Are we ready for haptic interactivity in VR? An experimental comparison of different interaction methods in virtual reality training

Sam Van Damme (UGent) , Jordy Tack, Glenn Van Wallendael (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 15th International Conference on Quality of Multimedia Experience (QoMEX). In International Workshop on Quality of Multimedia Experience p.294-299

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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

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Journal Article
A1
open access

Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) SENSORS. 23(4).

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Journal Article
A1
open access

Adaptive partially reliable delivery of immersive media over QUIC-HTTP/3

Hemanth Kumar Ravuri, Maria Torres Vega (UGent) , Jeroen van der Hooft (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2023) IEEE ACCESS. 11. p.38094-38111

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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.

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Journal Article
A1
open access

Task assignment and capacity allocation for ML-based intrusion detection as a service in a multi-tier architecture

Yuan-Cheng Lai, Didik Sudyana, Ying-Dar Lin, Miel Verkerken (UGent) , Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 20(1). p.672-683

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Journal Article
A1
open access

Service-based, multi-provider, fog ecosystem with joint optimization of request mapping and response routing

Mays AL-Naday, Nikolaos Thomos, Jiejun Hu, Bruno Volckaert (UGent) , Filip De Turck (UGent) and Martin J. Reed

(2023) IEEE TRANSACTIONS ON SERVICES COMPUTING. 16(3). p.2203-2214

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Service-based federated deep reinforcement learning for anomaly detection in fog ecosystems

Mays AL-Naday, Martin Reed, Vlad Dobre, Salman Toor, Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) 2023 26TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS AND WORKSHOPS, ICIN. In International conference on intelligence in next generation networks p.121-128

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Conference Paper
C1
open access

Efficient management in fog computing

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) and Filip De Turck (UGent)

(2023) NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium.

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Conference Paper
P1
open access

Haptic interactions for extended reality

Yentl Vermeulen, Sam Van Damme (UGent) , Glenn Van Wallendael (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) 2023 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, ICCE. In International Conference on Consumer Electronics

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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

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Conference Paper
C1
open access

A haptic-enabled, distributed and networked immersive system for multi-user collaborative virtual reality

Sam Van Damme (UGent) , Fangio Van de Velde, Mohammad Javad Sameri (UGent) , Filip De Turck (UGent) and Maria Torres Vega (UGent)

(2023) IXR '23 : proceedings of the 2nd International Workshop on Interactive eXtended Reality. p.11-19

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Conference Paper
C1
open access

gym-hpa : efficient auto-scaling via reinforcement learning for complex microservice-based applications in Kubernetes

José Pedro Pereira dos Santos (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2023) NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium.

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Journal Article
A1
open access

Content and quality of physical activity ontologies : a systematic review

Maya Braun (UGent) , Stéphanie Carlier (UGent) , Femke De Backere (UGent) , Annick De Paepe (UGent) , Marie Van de Velde, Delfien Van Dyck (UGent) , Marta Marques, Filip De Turck (UGent) and Geert Crombez (UGent)

(2023) INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY. 20(1).