Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAIMachlev, Ram; Malka, Asaf; Perl, Michael; Levron, Yoash; Belikov, Juri2022 IEEE Power & Energy Society General Meeting (PESGM)2022 / art. 183865 , p. 1-5 : ill https://doi.org/10.1109/PESGM48719.2022.9917049

Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiersWang, Qianchao; Kapuza, Itamar; Baimel, Dmitry; Belikov, Juri; Levron, Yoash; Machlev, RamElectric Power Systems Research2023 / art. 109574 https://doi.org/10.1016/j.epsr.2023.109574 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Open source dataset generator for power quality disturbances with deep-learning reference classifiersMachlev, Ram; Chachkes, A.; Belikov, Juri; Beck, Yuval; Levron, YoashElectric power systems research2021 / art. 107152, 7 p. : ill https://doi.org/10.1016/j.epsr.2021.107152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

PF-FEDG : an open-source data generator for frequency disturbance event detection with deep-learning reference classifiersSun, Zhenglong; Ram, Machlev; Jiang, Chao; Wang, Qianchao; Perl, Michael; Belikov, Juri; Levron, YoashEnergy reports2023 / p. 397-413 https://doi.org/10.1016/j.egyr.2022.11.182 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

A public dataset for synchronous motor electrical faults diagnosis with CNN and LSTM reference classifiersSun, Zhenglong; Machlev, Ram; Wang, Qianchao; Belikov, Juri; Levron, Yoash; Baimel, DmitryEnergy and AI2023 / art. 100274, 17 p https://doi.org/10.1016/j.egyai.2023.100274 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Stacking deep-learning model, stories and drawing properties for automatic scene generationElloumi, Samir; Bignoumba, NzambaInternational journal of advanced computer science and applications2023 / p. 894-911 https://doi.org/10.14569/IJACSA.2023.0140197 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Universal XR framework architecture based on open-source XR toolsBondarenko, Yevhen; Kuts, Vladimir; Pizzagalli, Simone Luca; Nutonen, Karle; Murray, Niall; O’Connell, EoinXR and metaverse : proceedings of the 8th international XR-metaverse conference 2023, Las Vegas, USA2024 / p. 87-98 https://doi.org/10.1007/978-3-031-50559-1_7