| 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 | 99 | 2021 |
| 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 | 51 | 2020 |
| 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 | 18 | 2022 |
| 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 | 18 | 2020 |
| 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 | 8 | 2021 |
| 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 | 7 | 2021 |
| 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 | 6 | 2022 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| 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 |
Sofie Van HoeckeAssociate professor, Ghent UniversityVerified email at ugent.be
