Evangelos Karakolis

22 papers Journal 10Unranked 12

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
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	—	`conf`	A Unified Framework for Querying Dynamic and Semantic Data Sources. IISA Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis Marinakis
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`	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`	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
2022	—	`conf`	A Reasoning Engine Architecture for Building Energy Metadata Management. IISA Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, 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`	An end-to-end approach for scalable real time Anomaly detection in smart buildings. IISA Evangelos Karakolis, Konstantinos Alexakis, Panagiotis Kapsalis, Spiros Mouzakitis, John E. Psarras
2022	—	`conf`	Identifying and Addressing Ethical Challenges in Recommender Systems. IISA Evangelos Karakolis, Panagiotis Foivos Oikonomidis, Dimitrios Askounis
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
2022	—	`conf`	Intelligent Querying for Implementing Building Aggregation Pipelines. IISA Konstantinos Alexakis, Panagiotis Kapsalis, Zoi Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis