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Pieter Moens
Pieter Moens
IDLab, Ghent University - imec
Geverifieerd e-mailadres voor ugent.be - Homepage
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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
992021
Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications
P Moens, V Bracke, C Soete, S Vanden Hautte, D Nieves Avendano, ...
Sensors 20 (15), 4308, 2020
522020
A semi-supervised approach with monotonic constraints for improved remaining useful life estimation
D Nieves Avendano, N Vandermoortele, C Soete, P Moens, ...
Sensors 22 (4), 1590, 2022
182022
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
182020
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
82021
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
From self-reporting to monitoring for improved migraine management
J Van Der Donckt, M De Brouwer, P Moens, M Stojchevska, ...
Engineer meets Physician (EmP), 2022
62022
A microservice architecture for leak localization in water distribution networks using hybrid AI
G Mazaev, M Weyns, P Moens, PJ Haest, F Vancoillie, G Vaes, ...
Journal of Hydroinformatics 25 (3), 851-866, 2023
12023
Edge Anomaly Detection Framework for AIOps in Cloud and IoT.
P Moens, B Andriessen, M Sebrechts, B Volckaert, S Van Hoecke
CLOSER, 204-211, 2023
12023
VisCARS: Knowledge Graph-based Context-Aware Recommender System for Time-Series Data Visualization and Monitoring Dashboards
P Moens, B Volckaert, S Van Hoecke
IEEE Transactions on Visualization and Computer Graphics, 2024
2024
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