| 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 |
| Implications of z-normalization in the matrix profile D De Paepe, D Nieves Avendano, S Van Hoecke International Conference on Pattern Recognition Applications and Methods, 95-118, 2019 | 24 | 2019 |
| 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 novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests J Jonkers, D Nieves Avendano, G Van Wallendael, S Van Hoecke Applied Energy 361, 122900, 2024 | 15 | 2024 |
| Data-driven optimization of energy efficiency and comfort in an apartment D Nieves Avendano, J Ruyssinck, S Vandekerckhove, S Van Hoecke, ... 2018 international conference on intelligent systems (is), 174-182, 2018 | 14 | 2018 |
| Anomaly detection and event mining in cold forming manufacturing processes D Nieves Avendano, D Caljouw, D Deschrijver, S Van Hoecke The International Journal of Advanced Manufacturing Technology 115, 837-852, 2021 | 12 | 2021 |
| Transfer Learning for Anomaly Detection Using Bearings’ Vibration Signals D Nieves Avendano, D Deschrijver, S Van Hoecke International Journal of Acoustics & Vibration 28 (4), 2023 | 1 | 2023 |
| Architecture for Predictive Maintenance Based on Integrated Models, Methods and Technologies A Werner, R Mendez-Rial, P Salvo, V Charisi, J Piccini, A Mousavi, ... Intelligent and Transformative Production in Pandemic Times: Proceedings of …, 2023 | 1 | 2023 |
| Unsupervised Transfer Learning Across Different Data Modalities for Bearing’s Speed Identification D Nieves Avendano, D Deschrijver, S Van Hoecke International Journal of Acoustics & Vibration 29 (2), 2024 | | 2024 |
| Towards machine learning-based predictive maintenance in industry using vibration and acoustic data D Nieves Avendano Ghent University, 2022 | | 2022 |
| Using machine-learning to improve endometrial cancer diagnosis D Nieves Avendaņo KU Leuven, 2017 | | 2017 |
Sofie Van HoeckeAssociate professor, Ghent UniversityVerified email at ugent.be
