| Artificial intelligence for next generation energy services across Europe–the I-Nergy project E Karakolis, S Pelekis, S Mouzakitis, O Markaki, K Papapostolou, ... International Conferences e-Society 2022 and Mobile Learning 2022, 2022 | 14 | 2022 |
| In search of deep learning architectures for load forecasting: a comparative analysis and the impact of the covid-19 pandemic on model performance S Pelekis, E Karakolis, F Silva, V Schoinas, S Mouzakitis, G Kormpakis, ... 2022 13th International Conference on Information, Intelligence, Systems …, 2022 | 13 | 2022 |
| Predicting visitor distribution for large events in smart cities J Violos, S Pelekis, A Berdelis, S Tsanakas, K Tserpes, T Varvarigou 2019 ieee international conference on big data and smart computing (bigcomp …, 2019 | 13 | 2019 |
| Investigation of common big data analytics and decision-making requirements across diverse precision agriculture and livestock farming use cases S Mouzakitis, G Tsapelas, S Pelekis, S Ntanopoulos, D Askounis, ... Environmental Software Systems. Data Science in Action: 13th IFIP WG 5.11 …, 2020 | 10 | 2020 |
| Targeted demand response for flexible energy communities using clustering techniques S Pelekis, A Pipergias, E Karakolis, S Mouzakitis, F Santori, M Ghoreishi, ... Sustainable Energy, Grids and Networks 36, 101134, 2023 | 8 | 2023 |
| An advanced visualisation engine with role-based access control for building energy visual analytics G Kormpakis, P Kapsalis, K Alexakis, S Pelekis, E Karakolis, H Doukas 2022 13th International Conference on Information, Intelligence, Systems …, 2022 | 8 | 2022 |
| A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers S Pelekis, IK Seisopoulos, E Spiliotis, T Pountridis, E Karakolis, ... Sustainable Energy, Grids and Networks 36, 101171, 2023 | 5 | 2023 |
| A-DEMO: ATT&CK Documentation, Emulation and Mitigation Operations: Deploying and Documenting Realistic Cyberattack Scenarios-A Rootkit Case Study S Karagiannis, A Tokatlis, S Pelekis, M Kontoulis, G Doukas, C Ntanos, ... Proceedings of the 25th Pan-Hellenic Conference on Informatics, 328-333, 2021 | 3 | 2021 |
| DeepTSF: Codeless machine learning operations for time series forecasting S Pelekis, E Karakolis, T Pountridis, G Kormpakis, G Lampropoulos, ... arXiv preprint arXiv:2308.00709, 2023 | 2 | 2023 |
| THE I-nergy reference architecture for the provision of next generation energy services through artificial intelligence E Karakolis, S Pelekis, S Mouzakitis, G Kormpakis, V Michalakopoulos, ... INTERNATIONAL CONFERENCES ON E-SOCIETY 2023 AND MOBILE LEARNING 2023, 95, 2023 | 2 | 2023 |
| Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management G Kormpakis, P Kapsalis, K Alexakis, Z Mylona, S Pelekis, V Marinakis 2023 14th International Conference on Information, Intelligence, Systems …, 2023 | 1 | 2023 |
| Twinp2g: A digital twin architecture for optimal power-to-gas planning S Pelekis, E Sarmas, A Georgiadou, E Karakolis, C Ntanos, ... INTERNATIONAL CONFERENCES ON E-SOCIETY 2023 AND MOBILE LEARNING 2023, 119, 2023 | 1 | 2023 |
| The Big Data Value Chain for the Provision of AI-Enabled Energy Analytics Services K Touloumis, E Karakolis, P Kapsalis, S Pelekis, D Askounis Machine Learning Applications for Intelligent Energy Management: Invited …, 2024 | | 2024 |
| Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series AM Tzortzis, S Pelekis, E Spiliotis, E Karakolis, S Mouzakitis, J Psarras, ... Mathematics 12 (1), 19, 2023 | | 2023 |
| Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks V Michalakopoulos, S Pelekis, G Kormpakis, V Karakolis, S Mouzakitis, ... arXiv preprint arXiv:2311.08035, 2023 | | 2023 |
| Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions S Mouzakitis, O Markaki, K Papapostolou, E Karakolis, S Pelekis, ... Proceedings of SAI Intelligent Systems Conference, 61-70, 2023 | | 2023 |
| Towards a real-time demand response framework for smart communities using clustering techniques S Pelekis, A Pipergias, E Karakolis, S Mouzakitis, F Santori, ASM Terni, ... arXiv e-prints, arXiv: 2303.00186, 2023 | | 2023 |
| An Intuitive Distributed Cyber Situational Awareness Framework Within a Healthcare Environment G Doukas, M Kontoulis, S Pelekis, C Ntanos, D Askounis, Y Nikoloudakis, ... CYBER-PHYSICAL THREAT INTELLIGENCE FOR CRITICAL INFRASTRUCTURES SECURITY, 433, 2021 | | 2021 |
