Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Nathan Vandemoortele

Faculty of Engineering and Architecture > Department of Electronics and information systems

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Label space reduction for transductive zero-shot classification with large language models

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

(2026) DISCOVER COMPUTING. 29(1).
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Data-driven slip prediction in web processing machines using virtual sensors and ensemble machine learning

Colin Soete (UGent) , Jonas Van Der Donckt (UGent) , Nathan Vandemoortele (UGent) , Jasper De Viaene (UGent) , Jeroen De Maeyer (UGent) and Sofie Van Hoecke (UGent)

(2026) SENSORS. 26(9).
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Impact of window sizes and sensor quality on MCSA for misalignment fault detection

Colin Soete (UGent) , Jeroen Van Der Donckt, Nathan Vandemoortele (UGent) , Michaël Rademaker (UGent) and Sofie Van Hoecke (UGent)

(2025) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 141(12). p.6179-6194
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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
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A semi-supervised approach with monotonic constraints for improved remaining useful life estimation

Diego Nieves Avendano (UGent) , Nathan Vandemoortele (UGent) , Colin Soete (UGent) , Pieter Moens (UGent) , Agusmian Partogi Ompusunggu, Dirk Deschrijver (UGent) and Sofie Van Hoecke (UGent)

(2022) SENSORS. 22(4).