Research output per year
Research output per year
Project Details
| Status | Active |
|---|---|
| Effective start/end date | 1/01/21 → 31/12/24 |
Funding
- European Commission - Horizon 2020: £720,348.07
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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Performance-aware NILM model optimization for edge deployment
Sykiotis, S., Athanasoulias, S., Kaselimi, M., Doulamis, A., Doulamis, N., Stankovic, L. & Stankovic, V., 30 Sept 2023, In: IEEE Transactions on Green Communications and Networking. 7, 3, p. 1434-1446 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)16 Downloads (Pure) -
Towards transparent load disaggregation – a framework for quantitative evaluation of explainability using explainable AI
Batic, D., Stankovic, V. & Stankovic, L., 1 Aug 2023, (E-pub ahead of print) In: IEEE Transactions on Consumer Electronics. 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
An active learning framework for the low-frequency Non-Intrusive Load Monitoring problem
Todic, T., Stankovic, V. & Stankovic, L., 1 Jul 2023, In: Applied Energy. 341, 121078.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (Pure)
Datasets
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Smart meter electricity of a Household in Germany with Electric Vehicle Charging Annotation
Vavouris, A. (Creator), Stankovic, L. (Supervisor) & Stankovic, V. (Supervisor), University of Strathclyde, 29 Aug 2022
DOI: 10.15129/c41a6a02-5df5-4ed7-b8e6-6488895d43f7
Dataset
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Appliance Phase Identification on ECO Dataset
Vavouris, A. (Creator), Stankovic, L. (Supervisor) & Stankovic, V. (Supervisor), University of Strathclyde, 6 Oct 2022
DOI: 10.15129/deddd9a7-0cff-4db2-8478-42abc93fba9f
Dataset
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Electricity consumption measurements from three dairy farms in Germany
Sobot, T. (Creator), Stankovic, L. (Supervisor) & Stankovic, V. (Supervisor), University of Strathclyde, 28 Nov 2022
DOI: 10.15129/cc3d1dcd-0ffb-4c38-aab7-b47712938d13
Dataset
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Trustworthy NILM in context of Demand Response and Sustainability
Lina Stankovic (Keynote speaker)
11 May 2023Activity: Talk or presentation types › Invited talk
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Responsible data processing
Lina Stankovic (Speaker)
23 Nov 2021Activity: Talk or presentation types › Invited talk
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Sensors (Journal)
Lina Stankovic (Guest editor) & Lucas Pereira (Guest editor)
30 Aug 2021 → 1 Sept 2022Activity: Publication peer-review and editorial work types › Journal or guest editorship