Academic Bibliography

Search 200 years of publications by Ghent University researchers.

ir. Bram Steenwinckel

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Bram.Steenwinckel@UGent.be
ORCID iD: 0000-0002-3488-2334

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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 (UGent) , Sander Vanden Hautte (UGent) , 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
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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. p.1-15
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Facilitating the analysis of COVID-19 literature through a knowledge graph

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

(2020) The semantic web : ISWC 2020. In Lecture Notes in Computer Science 12507. p.344-357
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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.
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A generalized matrix profile framework with support for contextual series analysis

Dieter De Paepe (UGent) , Sander Vanden Hautte (UGent) , 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.
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A dynamic dashboarding application for fleet monitoring using semantic web of things technologies

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

(2020) SENSORS. 20(4).
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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
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Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses

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

(2018) Proceedings of the 9th international semantic sensor networks workshop, co-located with 17th international semantic web conference (ISWC 2018). In CEUR Workshop Proceedings 2213. p.17-31
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Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo

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

(2018) Proceedings of the ISWC 2018 posters & demonstrations, industry and blue sky ideas tracks, co-located with 17th international Semantic Web conference (ISWC 2018). In CEUR Workshop Proceedings 2180.
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Self-learning algorithms for the personalised interaction with people with dementia

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

(2018) p.153-158