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Article

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

Book Section

Mollel, Rachel Stephen and Elombo, Andreas and Stankovic, Lina and Stankovic, Vladimir and Hambata, Jona and Thiel, Gunther; (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). UNSPECIFIED, JPN. (In Press)

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

Conference or Workshop Item

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.