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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. (In Press)

2024

Mollel, Rachel Stephen and Elombo, Andreas and Stankovic, Lina and Stankovic, Vladimir and Hambata, Jona and Thiel, Gunther; Bertoldi, Paolo, ed. (2024) Uncovering hidden demand flexibility using non-intrusive load monitoring (NILM) : a case for Southern Africa – Namibia. In: 12th International Conference on Energy Efficiency in Domestic Appliances and Lighting (EEDAL’24). Springer, JPN. (In Press)

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