| Deep convolutional features for image retrieval S Gkelios, A Sophokleous, S Plakias, Y Boutalis, SA Chatzichristofis Expert Systems with Applications 177, 114940, 2021 | 61 | 2021 |
| Investigating the vision transformer model for image retrieval tasks S Gkelios, Y Boutalis, SA Chatzichristofis 2021 17th International Conference on Distributed Computing in Sensor …, 2021 | 40 | 2021 |
| Grape leaf diseases identification system using convolutional neural networks and Lora technology Z Zinonos, S Gkelios, AF Khalifeh, DG Hadjimitsis, YS Boutalis, ... IEEE Access 10, 122-133, 2021 | 32 | 2021 |
| Artificial Neural Network Applications for Energy Management in Buildings: Current Trends and Future Directions P Michailidis, I Michailidis, S Gkelios, E Kosmatopoulos Energies 17 (3), 570, 2024 | 9 | 2024 |
| Neuro-distributed cognitive adaptive optimization for training neural networks in a parallel and asynchronous manner P Michailidis, IT Michailidis, S Gkelios, G Karatzinis, EB Kosmatopoulos Integrated Computer-Aided Engineering 31 (1), 19-41, 2023 | 4 | 2023 |
| Educational robotics in the service of the gestalt similarity principle A Sophokleous, A Amanatiadis, S Gkelios, SA Chatzichristofis 2022 IEEE International Conference on Consumer Electronics (ICCE), 1-6, 2022 | 4 | 2022 |
| Universal image embedding: retaining and expanding knowledge with multi-domain fine-tuning S Gkelios, A Kastellos, YS Boutalis, SA Chatzichristofis IEEE Access 11, 38208-38217, 2023 | 3 | 2023 |
| Improving time and energy efficiency in multi-UAV coverage operations by optimizing the UAVs’ initial positions A Stefanopoulou, EK Raptis, SD Apostolidis, S Gkelios, AC Kapoutsis, ... International Journal of Intelligent Robotics and Applications, 1-19, 2024 | 1 | 2024 |
| 6th Place Solution to Google Universal Image Embedding S Gkelios, A Kastellos, S Chatzichristofis arXiv preprint arXiv:2210.09377, 2022 | 1 | 2022 |
| Synergizing Global and Local Strategies for Dynamic Project Management: An Advanced Machine Learning-Enhanced Framework G Sklias, S Gkelios, D Dimitriou, M Sartzetaki, SA Chatzichristofis IEEE Access, 2024 | | 2024 |
| Fine-Tuning Large-Scale Project Scheduling G Sklias, S Gkelios, D Dimitriou European, Mediterranean, and Middle Eastern Conference on Information …, 2023 | | 2023 |
| Improve Time and Energy Efficiency in Multi-UAV Coverage Swarms by Optimizing theTake-off/Landing positions A Stefanopoulou, EK Raptis, S Apostolidis, S Gkelios, AC Kapoutsis, ... | | 2023 |
| Spline-Based Dynamic Object Handling in Autonomous Vehicles: A Model-Based Path Planning Algorithm A Stefanopoulou, S Gkelios, AC Kapoutsis, EB Kosmatopoulos, ... 2023 31st Mediterranean Conference on Control and Automation (MED), 348-355, 2023 | | 2023 |
| Autonomous Driving Through Deep Learning in Video Games: A Visual-Based Perception and Action Approach A Kastellos, S Gkelios, SA Chatzichristofis, PL Cheng 2023 19th International Conference on Distributed Computing in Smart Systems …, 2023 | | 2023 |
