| Neural Fourier energy disaggregation C Nalmpantis, N Virtsionis Gkalinikis, D Vrakas Sensors 22 (2), 473, 2022 | 17 | 2022 |
| SAED: Self-attentive energy disaggregation N Virtsionis-Gkalinikis, C Nalmpantis, D Vrakas Machine Learning, 1-20, 2021 | 17 | 2021 |
| 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 | 12 | 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 |
| 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 | 2 | 2023 |
| Variational Regression for Multi-Target Energy Disaggregation N Virtsionis Gkalinikis, C Nalmpantis, D Vrakas Sensors 23 (4), 2051, 2023 | 2 | 2023 |
| Efficient Deep Learning Techniques for Water Disaggregation NV Gkalinikis, D Vrakas 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 2 | 2022 |
| HeartDIS: A Generalizable End-to-End Energy Disaggregation Pipeline I Dimitriadis, N Virtsionis Gkalinikis, N Gkiouzelis, A Vakali, ... Energies 16 (13), 5115, 2023 | | 2023 |
Dimitris VrakasSchool of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
