Sotiris Pelekis

25 papers Journal 14Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AI4EF: Artificial Intelligence for Energy Efficiency in the building sector. SoftwareX Alexandros Menelaos Tzortzis, Georgios Kormpakis, Sotiris Pelekis, Ariadni Michalitsi-Psarrou, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	Adversarial machine learning: a review of methods, tools, and critical industry sectors. Artif. Intell. Rev. Sotiris Pelekis, Thanos Koutroubas, Afroditi Blika, Anastasis Berdelis, Evangelos Karakolis, Christos Ntanos, Evangelos Spiliotis, Dimitris Askounis
2025	—	`conf`	DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe. AIAI Workshops (1) Antonis Troumpoukis, Achilleas Marinakis, Christos A. Gizelis, Konstantinos Sofikitis, Spiros Mouzakitis, Theodosios Pountridis, Alexandros Menelaos Tzortzis, Evangelos Karakolis, Sotiris Pelekis, Mohanad Albughdadi, Vasileios Baousis, Uwe Köckemann, Fotis Papastergiou, Alexandros Tzoumas, Martin Welß
2025	J	`jnl`	Explainable AI for building energy retrofitting under data scarcity. CoRR Panagiota Rempi, Sotiris Pelekis, Alexandros Menelaos Tzortzis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	Federated Learning for Enhanced Cybersecurity and Trustworthiness in 5G and 6G Networks: A Comprehensive Survey. IEEE Open J. Commun. Soc. Afroditi Blika, Stefanos Palmos, George Doukas, Vangelis Lamprou, Sotiris Pelekis, Michael Kontoulis, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	TwinP2G: A Software Application for Optimal Power-to-Gas Planning. Future Internet Eugenia Skepetari, Sotiris Pelekis, Hercules Koutalidis, Alexandros Menelaos Tzortzis, Georgios Kormpakis, Christos Ntanos, Dimitris Askounis
2024	J	`jnl`	AI4EF: Artificial Intelligence for Energy Efficiency in the Building Sector. CoRR Alexandros Menelaos Tzortzis, Georgios Kormpakis, Sotiris Pelekis, Ariadni Michalitsi-Psarrou, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis
2024	J	`jnl`	DeepTSF: Codeless machine learning operations for time series forecasting. SoftwareX Sotiris Pelekis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2024	—	`conf`	Enhancing Green Financing Through AI Analytics and Cross-Domain Data Sharing. IISA Ioannis Papagiannopoulos, Christos Ntanos, Sotiris Pelekis, Alexandros Menelaos Tzortzis, Hercules Koutalidis, Evangelos Karakolis, Georgios Kormpakis, Eugenia Skepetari, Ariadni Michalitsi-Psarrou, Afroditi Blika, Dimitris Askounis
2024	—	`conf`	Towards Innovative Power-to-Gas Investments in Greece: Novel Simulation Scenarios and Assessment Framework. IISA Hercules Koutalidis, Sotiris Pelekis, Eugenia Skepetari, Christos Ntanos, Evangelos Karakolis, Alexandros Menelaos Tzortzis, Georgios Kormpakis, Ariadni Michalitsi-Psarrou, Ioannis Papagiannopoulos, Afroditi Blika, Dimitris Askounis
2024	—	`conf`	Trustworthy Artificial Intelligence in the Energy Sector: Landscape Analysis and Evaluation Framework. ICE/ITMC Sotiris Pelekis, Evangelos Karakolis, George Lampropoulos, Spiros Mouzakitis, Ourania I. Markaki, Christos Ntanos, Dimitris Askounis
2024	J	`jnl`	Trustworthy artificial intelligence in the energy sector: Landscape analysis and evaluation framework. CoRR Sotiris Pelekis, Evangelos Karakolis, George Lampropoulos, Spiros Mouzakitis, Ourania I. Markaki, Christos Ntanos, Dimitris Askounis
2023	J	`jnl`	A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers. CoRR Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis, Theodosios Pountridis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks. CoRR Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis Karakolis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	DeepTSF: Codeless machine learning operations for time series forecasting. CoRR Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis
2023	—	`conf`	Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management. IISA Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis, Zoi Mylona, Sotiris Pelekis, Vangelis Marinakis
2023	—	`conf`	Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions. IntelliSys (2) Spiros Mouzakitis, Ourania I. Markaki, Katerina Papapostolou, Evangelos Karakolis, Sotiris Pelekis, John E. Psarras
2023	J	`jnl`	In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. CoRR Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
2023	J	`jnl`	Towards a real-time demand response framework for smart communities using clustering techniques. CoRR Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis, Spiros Mouzakitis, Francesca Santori, Mohammad Ghoreishi, Dimitris Askounis
2023	J	`jnl`	Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series. CoRR Alexandros Menelaos Tzortzis, Sotiris Pelekis, Evangelos Spiliotis, Spiros Mouzakitis, John E. Psarras, Dimitris Askounis
2022	—	`conf`	An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics. IISA Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos A. Psilopanagiotis, Sotiris Pelekis, Evangelos Karakolis, Haris Ch. Doukas
2022	—	`conf`	In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. IISA Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
2021	—	`conf`	A-DEMO: ATT&CK Documentation, Emulation and Mitigation Operations: Deploying and Documenting Realistic Cyberattack Scenarios - A Rootkit Case Study. PCI Stylianos Karagiannis, Alexandros Tokatlis, Sotiris Pelekis, Michael Kontoulis, George Doukas, Christos Ntanos, Emmanouil Magkos
2020	—	`conf`	Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases. ISESS Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje A. Osinga, Ioannis N. Athanasiadis
2019	—	`conf`	Predicting Visitor Distribution for Large Events in Smart Cities. BigComp John Violos, Sotiris Pelekis, Anastasis Berdelis, Stylianos Tsanakas, Konstantinos Tserpes, Theodora A. Varvarigou