Ghent University Academic Bibliography

Conference Paper
C1
open access

Automated extraction of competencies for assembly operators from process and product information using a large language model

Serkan Solmaz, Valeriya Skripnik (UGent) , Steven Hoedt (UGent) and Bart Van Doninck

(2026) 18th CIRP Conference on Intelligent Computation in Manufacturing Engineering. In Procedia CIRP 138. p.767-772

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

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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

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A multi-module explainable artificial intelligence framework for project risk management : enhancing transparency in decision-making

Bodrunnessa Badhon, Ripon K. Chakrabortty, Sreenatha G. Anavatti and Mario Vanhoucke (UGent)

(2025) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 148.

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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.

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Journal Article
A1
open access

VisCARS : knowledge graph-based context-aware recommender system for time-series data visualization and monitoring dashboards

Pieter Moens (UGent) , Bruno Volckaert (UGent) and Sofie Van Hoecke (UGent)

(2025) IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS. 31(9). p.4728-4745

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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).

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Conference Paper
P1
open access

The RML ontology : a community-driven modular redesign after a decade of experience in mapping heterogeneous data to RDF

Ana Iglesias-Molina, Dylan Van Assche (UGent) , Julián Arenas-Guerrero, Ben De Meester (UGent) , Christophe Debruyne, Samaneh Jozashoori, Pano Maria, Franck Michel, David Chaves-Fraga and Anastasia Dimou (UGent)

(2023) SEMANTIC WEB, ISWC 2023, PT 2. In Lecture Notes in Computer Science 14266. p.152-175

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Conference Paper
C1
open access

Towards an ontology-driven approach for digital twin enabled governed IT management

Henderik A. Proper, Dominik Bork and Geert Poels (UGent)

(2021) Joint proceedings of the Semantics co-located events : Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins (SemanticsP&Ds 2021). In CEUR Workshop Proceedings 2941.

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Conference Paper
P1
open access

BESOCIAL : a sustainable knowledge graph-based workflow for social media archiving

Sven Lieber, Dylan Van Assche (UGent) , Sally Chambers (UGent) , Fien Messens, Friedel Geeraert, Julie M. Birkholz (UGent) and Anastasia Dimou (UGent)

(2021) Further with knowledge graphs : proceedings of the 17th international Conference on Semantic Systems. In Studies on the Semantic Web 53. p.198-212

Academic Bibliography

Automated extraction of competencies for assembly operators from process and product information using a large language model

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

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

A multi-module explainable artificial intelligence framework for project risk management : enhancing transparency in decision-making

Explainable knowledge graph embeddings for industrial process monitoring & control

VisCARS : knowledge graph-based context-aware recommender system for time-series data visualization and monitoring dashboards

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

The RML ontology : a community-driven modular redesign after a decade of experience in mapping heterogeneous data to RDF

Towards an ontology-driven approach for digital twin enabled governed IT management

BESOCIAL : a sustainable knowledge graph-based workflow for social media archiving

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