- Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Hokmabad, Hossein Nourollahi; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 https://doi.org/10.3390/electronics13081420
- MO-NILM: A multi-objective evolutionary algorithm for NILM classificationMachlev, Ram; Belikov, Juri; Beck, Yuval; Levron, YoashEnergy and buildings2019 / p. 134-144 https://doi.org/10.1016/j.enbuild.2019.06.046 https://www.scopus.com/sourceid/29359 https://www.scopus.com/record/display.uri?eid=2-s2.0-85068222085&origin=inward&txGid=d1d5d16fbf856fdb5cfe002aee4a2e6d https://jcr.clarivate.com/jcr-jp/journal-profile?journal=ENERG%20BUILDINGS&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000482245700012
- Non-intrusive load monitoring based smart energy management system for smart buildingsJawad, Muhammad; Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Khaleel, T.; Tahir, W.2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings2024 / p. 46-50 https://doi.org/10.1109/ICICT62343.2024.00014