| A survey on non-intrusive load monitoring methodies and techniques for energy disaggregation problem A Faustine, NH Mvungi, S Kaijage, K Michael arXiv preprint arXiv:1703.00785, 2017 | 204 | 2017 |
| Wireless sensor networks for water quality monitoring and control within lake victoria basin: Prototype development A Faustine, AN Mvuma, HJ Mongi, MC Gabriel, AJ Tenge, SB Kucel Wireless Sensor Network 6 (12), 281, 2014 | 120 | 2014 |
| Adaptive weighted recurrence graphs for appliance recognition in non-intrusive load monitoring A Faustine, L Pereira, C Klemenjak IEEE Transactions on Smart Grid 12 (1), 398-406, 2020 | 104 | 2020 |
| 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 |
| Improved appliance classification in non-intrusive load monitoring using weighted recurrence graph and convolutional neural networks A Faustine, L Pereira Energies 13 (13), 3374, 2020 | 62 | 2020 |
| Watt’s up at home? Smart meter data analytics from a consumer-centric perspective B Völker, A Reinhardt, A Faustine, L Pereira Energies 14 (3), 719, 2021 | 57 | 2021 |
| Multi-label learning for appliance recognition in NILM using Fryze-current decomposition and convolutional neural network A Faustine, L Pereira Energies 13 (16), 4154, 2020 | 51 | 2020 |
| FPSeq2Q: Fully parameterized sequence to quantile regression for net-load forecasting with uncertainty estimates A Faustine, L Pereira IEEE Transactions on Smart Grid 13 (3), 2440-2451, 2022 | 46 | 2022 |
| On metrics to assess the transferability of machine learning models in non-intrusive load monitoring C Klemenjak, A Faustine, S Makonin, W Elmenreich arXiv preprint arXiv:1912.06200, 2019 | 25 | 2019 |
| Ubiquitous mobile sensing for water quality monitoring and reporting within lake victoria basin A Faustine, AN Mvuma Wireless Sensor Network 6 (12), 257, 2014 | 24 | 2014 |
| Open source cellular technologies for cost effective cellular connectivity in rural areas F Anthony, M Gabriel, B Shao International Journal of Computer Applications 146 (15), 2016 | 10 | 2016 |
| Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines H Bousbiat, A Faustine, C Klemenjak, L Pereira, W Elmenreich IEEE Transactions on Industrial Informatics 19 (5), 7002-7010, 2022 | 9 | 2022 |
| On metrics to assess the transferability of machine learning models in non-intrusive load monitoring. arXiv C Klemenjak, A Faustine, S Makonin, W Elmenreich arXiv preprint arXiv:1912.06200, 2019 | 5 | 2019 |
| Applying Symmetrical Component Transform for Industrial Appliance Classification in Non-Intrusive Load Monitoring A Faustine, L Pereira ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 4 | 2023 |
| Efficiency through Simplicity: MLP-based Approach for Net-Load Forecasting with Uncertainty Estimates in Low-Voltage Distribution Networks A Faustine, NJ Nunes, L Pereira IEEE Transactions on Power Systems, 2024 | 2 | 2024 |
| Leveraging Machine Learning for Sustainable and Self-sufficient Energy Communities A Faustine, L Pereira, D Ngondya, L Benabbou | 2 | 2020 |
| Conformal Multilayer Perceptron-Based Probabilistic Net-Load Forecasting for Low-Voltage Distribution Systems with Photovoltaic Generation A Faustine, L Pereira 2024 IEEE International Conference on Communications, Control, and Computing …, 2024 | | 2024 |
| Maximising AI Value: Strategic Approaches and Practical Frameworks for Organisational Success A Faustine Technology University of Dublin, 2024 | | 2024 |
| Appliance recognition with combined single-and multi-label approaches MM Manca, A Faustine, L Pereira Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022 | | 2022 |
| Enhancing LV System Resilience through Probabilistic Forecasting of Interdependent Variables: Voltage, Reactive and Active Power A FAUSTINE, L PEREIRA | | |
Lucas PereiraITI, LARSyS, Instituto Superior Técnico, Universidade de LisboaVerifisert e-postadresse på tecnico.ulisboa.pt