| SAED: Self-attentive energy disaggregation N Virtsionis-Gkalinikis, C Nalmpantis, D Vrakas Machine Learning, 1-20, 2021 | 23 | 2021 |
| Neural Fourier energy disaggregation C Nalmpantis, N Virtsionis Gkalinikis, D Vrakas Sensors 22 (2), 473, 2022 | 22 | 2022 |
| Torch-nilm: An effective deep learning toolkit for non-intrusive load monitoring in pytorch N Virtsionis Gkalinikis, C Nalmpantis, D Vrakas Energies 15 (7), 2647, 2022 | 18 | 2022 |
| Attention in recurrent neural networks for energy disaggregation N Virtsionis Gkalinikis, C Nalmpantis, D Vrakas Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 12 | 2020 |
| Variational regression for multi-target energy disaggregation N Virtsionis Gkalinikis, C Nalmpantis, D Vrakas Sensors 23 (4), 2051, 2023 | 11 | 2023 |
| Heartdis: a generalizable end-to-end energy disaggregation pipeline I Dimitriadis, N Virtsionis Gkalinikis, N Gkiouzelis, A Vakali, ... Energies 16 (13), 5115, 2023 | 5 | 2023 |
| Household electricity consumption in Greece: a dataset based on socio-economic features S Mischos, NV Gkalinikis, A Manolopoulou, E Dalagdi, D Zaikis, ... Data in Brief 48, 109232, 2023 | 5 | 2023 |
| Efficient deep learning techniques for water disaggregation NV Gkalinikis, D Vrakas 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 5 | 2022 |
| International Conference on Discovery Science NV Gkalinikis, C Nalmpantis, D Vrakas Springer, 2020 | 5 | 2020 |
| SGAN: Appliance signatures data generation for NILM applications using GANs C Gkoutroumpi, NV Gkalinikis, D Vrakas Science and Information Conference, 325-339, 2024 | 3 | 2024 |
| Unsupervised machine learning techniques for energy consumption tariff design G Tsakiris, N Virtsionis-Gkalinikis, S Mischos, D Vrakas Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 1-10, 2024 | | 2024 |
| and Dimitrios Vrakas School of Informatics, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece christigk@ csd. auth. gr https://www. csd. auth. gr/en C Gkoutroumpi, NV Gkalinikis Intelligent Computing: Proceedings of the 2024 Computing Conference, Volume …, 2024 | | 2024 |
Dimitris VrakasSchool of Informatics, Aristotle University of ThessalonikiAdresă de e-mail confirmată pe csd.auth.gr