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2020 – today
- 2023
[j2]Hafsa Bousbiat
, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich:
Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines. IEEE Trans. Ind. Informatics 19(5): 7002-7010 (2023)- [c5]Hafsa Bousbiat, Yassine Himeur, Abbes Amira, Wathiq Mansoor:
On the Sensitivity of Deep Load Disaggregation to Adversarial Attacks. ICSPIS 2023: 202-206 - [i3]Hafsa Bousbiat, Roumaysa Bousselidj, Yassine Himeur, Abbes Amira, Faycal Bensaali, Fodil Fadli, Wathiq Mansoor, Wilfried Elmenreich:
Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives. CoRR abs/2304.08602 (2023) - [i2]Hafsa Bousbiat, Yassine Himeur, Abbes Amira, Wathiq Mansoor:
On the Sensitivity of Deep Load Disaggregation to Adversarial Attacks. CoRR abs/2307.10209 (2023) - 2022
- [j1]Hafsa Bousbiat, Gerhard Leitner, Wilfried Elmenreich:
Ageing Safely in the Digital Era: A New Unobtrusive Activity Monitoring Framework Leveraging on Daily Interactions with Hand-Operated Appliances. Sensors 22(4): 1322 (2022) - [c4]Hafsa Bousbiat, Christoph Klemenjak, Yassine Himeur, Wilfried Elmenreich, Abbes Amira, Wathiq Mansoor, Shadi Atalla:
Neural NILM Learning Paradigms: From Centralised to Decentralised Learning. ICSPIS 2022: 138-142 - 2020
- [c3]Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich:
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. I2MTC 2020: 1-5 - [c2]Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni:
UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM. NILM@SenSys 2020: 84-88 - [c1]Hafsa Bousbiat, Christoph Klemenjak, Wilfried Elmenreich:
Exploring Time Series Imaging for Load Disaggregation. BuildSys@SenSys 2020: 254-257 - [i1]Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich:
Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring. CoRR abs/2002.05593 (2020)
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