| UNet-NILM: A deep neural network for multi-tasks appliances state detection and power estimation in NILM A Faustine, L Pereira, H Bousbiat, S Kulkarni Proceedings of the 5th International Workshop on Non-Intrusive Load …, 2020 | 91 | 2020 |
| Augmenting an assisted living lab with non-intrusive load monitoring H Bousbiat, C Klemenjak, G Leitner, W Elmenreich 2020 IEEE international instrumentation and measurement technology …, 2020 | 26 | 2020 |
| Exploring time series imaging for load disaggregation H Bousbiat, C Klemenjak, W Elmenreich Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020 | 23 | 2020 |
| Neural load disaggregation: Meta-analysis, federated learning and beyond H Bousbiat, Y Himeur, I Varlamis, F Bensaali, A Amira Energies 16 (2), 991, 2023 | 16 | 2023 |
| Crossing roads of federated learning and smart grids: Overview, challenges, and perspectives H Bousbiat, R Bousselidj, Y Himeur, A Amira, F Bensaali, F Fadli, ... arXiv preprint arXiv:2304.08602, 2023 | 10 | 2023 |
| Unlocking the full potential of neural nilm: On automation, hyperparameters & modular pipelines H Bousbiat, A Faustine, C Klemenjak, L Pereira, W Elmenreich IEEE Transactions on Industrial Informatics, 2022 | 9 | 2022 |
| Ageing safely in the digital era: A new unobtrusive activity monitoring framework leveraging on daily interactions with hand-operated appliances H Bousbiat, G Leitner, W Elmenreich Sensors 22 (4), 1322, 2022 | 8 | 2022 |
| Coaching Robots for Older Seniors: Do They Get What They Expect? Insights from an Austrian Study C Schneider, H Bousbiat International Journal of Environmental Research and Public Health 20 (4), 2965, 2023 | 2 | 2023 |
| On the Sensitivity of Deep Load Disaggregation to Adversarial Attacks H Bousbiat, Y Himeur, A Amira, W Mansoor 2023 6th International Conference on Signal Processing and Information …, 2023 | 1 | 2023 |
| Neural nilm learning paradigms: From centralised to decentralised learning H Bousbiat, C Klemenjak, Y Himeur, W Elmenreich, A Amira, W Mansoor, ... 2022 5th International Conference on Signal Processing and Information …, 2022 | 1 | 2022 |
| Energy Disaggregation with NILM on a Raspberry Pi with Smart-Metering Extension J Winkler, H Bousbiat, S Jost, W Elmenreich 2023 2nd International Conference on Power Systems and Electrical Technology …, 2023 | | 2023 |
| Dynamic Dense Subgraph Mining: A new approach for temporal graph summarization H Bousbiat, I Sana, K Amrouche, H Seba 10th Conference on Network Modeling and Analysis, 2019 | | 2019 |
Wilfried ElmenreichProfessor of Smart Grids, University of KlagenfurtVerified email at aau.at
