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Bram Steenwinckel
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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
B Steenwinckel, D De Paepe, SV Hautte, P Heyvaert, M Bentefrit, ...
Future Generation Computer Systems 116, 30-48, 2021
312021
Csv2kg: Transforming tabular data into semantic knowledge
B Steenwinckel, G Vandewiele, F De Turck, F Ongenae
SemTab, ISWC Challenge, 2019
202019
A generalized matrix profile framework with support for contextual series analysis
D De Paepe, SV Hautte, B Steenwinckel, F De Turck, F Ongenae, ...
Engineering Applications of Artificial Intelligence 90, 103487, 2020
162020
Facilitating the analysis of COVID-19 literature through a knowledge graph
B Steenwinckel, G Vandewiele, I Rausch, P Heyvaert, R Taelman, ...
International Semantic Web Conference, 344-357, 2020
122020
Walk extraction strategies for node embeddings with rdf2vec in knowledge graphs
B Steenwinckel, G Vandewiele, P Bonte, M Weyns, H Paulheim, ...
International Conference on Database and Expert Systems Applications, 70-80, 2021
10*2021
Inducing a decision tree with discriminative paths to classify entities in a knowledge graph
G Vandewiele, B Steenwinckel, F Ongenae, F De Turck
SEPDA2019, the 4th International workshop on semantics-powered data mining …, 2019
92019
Adaptive anomaly detection and root cause analysis by fusing semantics and machine learning
B Steenwinckel
European Semantic Web Conference, 272-282, 2018
92018
Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses
B Steenwinckel, P Heyvaert, D De Paepe, O Janssens, S Vanden Hautte, ...
9th International Semantic Sensor Networks Workshop, Co-Located with 17th …, 2018
82018
A dynamic dashboarding application for fleet monitoring using semantic web of things technologies
S Vanden Hautte, P Moens, J Van Herwegen, D De Paepe, ...
Sensors 20 (4), 1152, 2020
72020
INK: knowledge graph embeddings for node classification
B Steenwinckel, G Vandewiele, M Weyns, T Agozzino, FD Turck, ...
Data Mining and Knowledge Discovery 36 (2), 620-667, 2022
62022
pyRDF2Vec: A python library for RDF2Vec
G Vandewiele, B Steenwinckel, T Agozzino, M Weyns, P Bonte, ...
IDLab, 2020
6*2020
MINDWALC: mining interpretable, discriminative walks for classification of nodes in a knowledge graph
G Vandewiele, B Steenwinckel, FD Turck, F Ongenae
BMC Medical Informatics and Decision Making 20 (4), 1-15, 2020
52020
Automated extraction of rules and knowledge from risk analyses: a ventilation unit demo
B Steenwinckel, P Heyvaert, D De Paepe, O Janssens, S Vanden Hautte, ...
17th International Semantic Web conference (ISWC 2018) 2180, 2018
32018
mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients
M De Brouwer, N Vandenbussche, B Steenwinckel, M Stojchevska, ...
BMC medical informatics and decision making 22 (1), 1-34, 2022
22022
Conditional constraints for knowledge graph embeddings
M Weyns, P Bonte, B Steenwinckel, F De Turck, F Ongenae
Workshop on Deep Learning for Knowledge Graphs (DL4KG2020), co-located with …, 2020
22020
Self-learning algorithms for the personalised interaction with people with dementia
B Steenwinckel, F De Backere, J Nelis, F Ongenae, F De Turck
Workshops of the Thirty-Second AAAI Conference on Artificial Intelligence …, 2018
22018
A Complete Software Stack for IoT Time-Series Analysis that Combines Semantics and Machine Learning—Lessons Learned from the Dyversify Project
D De Paepe, S Vanden Hautte, B Steenwinckel, P Moens, J Vaneessen, ...
Applied Sciences 11 (24), 11932, 2021
12021
Event-Driven Dashboarding and Feedback for Improved Event Detection in Predictive Maintenance Applications
P Moens, S Vanden Hautte, D De Paepe, B Steenwinckel, S Verstichel, ...
Applied Sciences 11 (21), 10371, 2021
12021
Predictive models of RNA degradation through dual crowdsourcing
HK Wayment-Steele, W Kladwang, AM Watkins, B Tunguz, W Reade, ...
ArXiv, 2021
12021
MAGIC: Mining an Augmented Graph using INK, starting from a CSV
B Steenwinckel, F De Turck, F Ongenae
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph …, 2021
12021
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Articles 1–20