| Electricity: An efficient transformer for non-intrusive load monitoring S Sykiotis, M Kaselimi, A Doulamis, N Doulamis Sensors 22 (8), 2926, 2022 | 29 | 2022 |
| A few-shot U-Net deep learning model for lung cancer lesion segmentation via PET/CT imaging NE Protonotarios, I Katsamenis, S Sykiotis, N Dikaios, GA Kastis, ... Biomedical Physics & Engineering Express 8 (2), 025019, 2022 | 26 | 2022 |
| Performance-aware NILM model optimization for edge deployment S Sykiotis, S Athanasoulias, M Kaselimi, A Doulamis, N Doulamis, ... IEEE Transactions on Green Communications and Networking, 2023 | 11 | 2023 |
| Solar power driven EV charging optimization with deep reinforcement learning S Sykiotis, C Menos-Aikateriniadis, A Doulamis, N Doulamis, ... 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 8 | 2022 |
| A first approach using graph neural networks on non-intrusive-load-monitoring S Athanasoulias, S Sykiotis, M Kaselimi, E Protopapadakis, N Ipiotis Proceedings of the 15th International Conference on PErvasive Technologies …, 2022 | 5 | 2022 |
| Unlocking the potential of smart EV charging: A user-oriented control system based on Deep Reinforcement Learning C Menos-Aikateriniadis, S Sykiotis, PS Georgilakis Electric Power Systems Research 230, 110255, 2024 | 1 | 2024 |
| OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation S Athanasoulias, S Sykiotis, M Kaselimi, A Doulamis, N Doulamis, ... IEEE Transactions on Consumer Electronics, 2023 | 1 | 2023 |
| A self-sustained EV charging framework with N-step deep reinforcement learning S Sykiotis, C Menos-Aikateriniadis, A Doulamis, N Doulamis, ... Sustainable Energy, Grids and Networks 35, 101124, 2023 | 1 | 2023 |
| An integrated framework for classifying mammograms according to BIRADS scale and breast tissue density. I Tzortzis, S Sykiotis, I Rallis, N Doulamis Proceedings of the 16th International Conference on PErvasive Technologies …, 2023 | 1 | 2023 |
| Continilm: A Continual Learning Scheme for Non-Intrusive Load Monitoring S Sykiotis, M Kaselimi, A Doulamis, N Doulamis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| An Efficient Deep Bidirectional Transformer Model for Energy Disaggregation S Sykiotis, M Kaselimi, A Doulamis, N Doulamis 2022 30th European Signal Processing Conference (EUSIPCO), 1536-1540, 2022 | 1 | 2022 |
| Optimal scheduling of electric vehicle charging with deep reinforcement learning considering end users flexibility C Menos-Aikateriniadis, S Sykiotis, PS Georgilakis IET Digital Library, 2022 | 1 | 2022 |
| A deep-learning based diagnostic framework for Breast Cancer S Sykiotis, I Tzortzis, A Angeli, N Doulamis, D Kalogeras Proceedings of the 15th International Conference on PErvasive Technologies …, 2022 | | 2022 |
