Hafsa Bousbiat

According to our database, Hafsa Bousbiat authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters, and Modular Pipelines.

Hafsa Bousbiat, Anthony Faustine, Christoph Klemenjak, Lucas Pereira, Wilfried Elmenreich

IEEE Trans. Ind. Informatics, May, 2023

Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives.

Hafsa Bousbiat, Roumaysa Bousselidj, Yassine Himeur, Abbes Amira, Faycal Bensaali, Fodil Fadli, Wathiq Mansoor, Wilfried Elmenreich

CoRR, 2023

On the Sensitivity of Deep Load Disaggregation to Adversarial Attacks.

Hafsa Bousbiat, Yassine Himeur, Abbes Amira, Wathiq Mansoor

Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

2022

Ageing Safely in the Digital Era: A New Unobtrusive Activity Monitoring Framework Leveraging on Daily Interactions with Hand-Operated Appliances.

Hafsa Bousbiat, Gerhard Leitner, Wilfried Elmenreich

Sensors, 2022

Neural NILM Learning Paradigms: From Centralised to Decentralised Learning.

Hafsa Bousbiat, Christoph Klemenjak, Yassine Himeur, Wilfried Elmenreich, Abbes Amira, Wathiq Mansoor, Shadi Atalla

Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

2020

UNet-NILM: A Deep Neural Network for Multi-tasks Appliances State Detection and Power Estimation in NILM.

Anthony Faustine, Lucas Pereira, Hafsa Bousbiat, Shridhar Kulkarni

Proceedings of the NILM '20, 2020

Exploring Time Series Imaging for Load Disaggregation.

Hafsa Bousbiat, Christoph Klemenjak, Wilfried Elmenreich

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring.

Hafsa Bousbiat, Christoph Klemenjak, Gerhard Leitner, Wilfried Elmenreich

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020