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2026

Mollel, Rachel Stephen and Elombo, Andreas and Stankovic, Lina and Stankovic, Vladimir and Hambata, Jona and Thiel, Gunther; Bertoldi, Paolo and Gao, Weijun and Xuan, Ji, eds. (2026) Uncovering hidden demand flexibility using non-intrusive load monitoring (NILM) : a case for Southern Africa – Namibia. In: Proceedings of the 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting. Springer Proceedings in Energy . Springer Cham., JPN, 427–447. ISBN 978-3-032-10974-3

2025

Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir and Elombo, Andreas and Ileka, Helvi and Hambata, Jona; (2025) Characterising Namibian residential load profile archetypes using Self-Organising Map (SOM) - based temporal segmentation and seasonal clustering. In: 2025 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC). IEEE, NAM. ISBN 9798331525651

2023

Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir (2023) Explainability-informed feature selection and performance prediction for nonintrusive load monitoring. Sensors, 23 (10). 4845. ISSN 1424-8220

2022

Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir (2022) Using explainability tools to inform non-intrusive load monitoring algorithm performance : a decision tree approach. In: Supergen Energy Networks Hub Conference, 2022-11-23 - 2022-11-24, St Davids Hotel, Cardiff Bay.

Mollel, Rachel Stephen and Stankovic, Lina and Stankovic, Vladimir; (2022) Using explainability tools to inform NILM algorithm performance : a decision tree approach. In: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. BuildSys '22 . Association for Computing Machinery (ACM), USA, pp. 368-372. ISBN 9781450398909