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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
732021
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
43*2020
Csv2kg: Transforming tabular data into semantic knowledge
B Steenwinckel, G Vandewiele, F De Turck, F Ongenae
SemTab, ISWC Challenge, 2019
312019
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
262022
pyRDF2Vec: A Python Implementation and Extension of RDF2Vec
B Steenwinckel, G Vandewiele, T Agozzino, F Ongenae
European Semantic Web Conference, 471-483, 2023
24*2023
Deep learning models for predicting RNA degradation via dual crowdsourcing
HK Wayment-Steele, W Kladwang, AM Watkins, DS Kim, B Tunguz, ...
Nature Machine Intelligence 4 (12), 1174-1184, 2022
24*2022
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
222020
Walk extraction strategies for node embeddings with rdf2vec in knowledge graphs
B Steenwinckel, G Vandewiele, P Bonte, M Weyns, H Paulheim, ...
Database and Expert Systems Applications-DEXA 2021 Workshops: BIOKDD, IWCFS …, 2021
21*2021
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, SV Hautte, ...
SSN@ ISWC, 17-31, 2018
202018
Adaptive anomaly detection and root cause analysis by fusing semantics and machine learning
B Steenwinckel
The Semantic Web: ESWC 2018 Satellite Events: ESWC 2018 Satellite Events …, 2018
182018
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
152020
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
122021
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
122019
Data analytics for health and connected care: ontology, knowledge graph and applications
B Steenwinckel, M De Brouwer, M Stojchevska, J Van Der Donckt, J Nelis, ...
International Conference on Pervasive Computing Technologies for Healthcare …, 2022
112022
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, 1-15, 2020
92020
Assessing the added value of context during stress detection from wearable data
M Stojchevska, B Steenwinckel, J Van Der Donckt, M De Brouwer, A Goris, ...
BMC Medical Informatics and Decision Making 22 (1), 268, 2022
82022
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), 87, 2022
82022
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
72021
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
72020
Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design
M De Brouwer, B Steenwinckel, Z Fang, M Stojchevska, P Bonte, ...
Semantic Web, 1-49, 2023
62023
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