Intelligent Querying for Implementing Building Aggregation Pipelines. - Konstantinos Alexakis; Panagiotis Kapsalis; Zoi Mylona; Georgios Kormpakis; Evangelos Karakolis; Christos Ntanos; Dimitris Askounis (IISA, 2022)

A Reasoning Engine Architecture for Building Energy Metadata Management. - Panagiotis Kapsalis; Georgios Kormpakis; Konstantinos A. Psilopanagiotis; Evangelos Karakolis; Spiros Mouzakitis; Dimitris Askounis (IISA, 2022)

An end-to-end approach for scalable real time Anomaly detection in smart buildings. - Evangelos Karakolis; Konstantinos Alexakis; Panagiotis Kapsalis; Spiros Mouzakitis; John E. Psarras (IISA, 2022)

Identifying and Addressing Ethical Challenges in Recommender Systems. - Evangelos Karakolis; Panagiotis Foivos Oikonomidis; Dimitrios Askounis (IISA, 2022)

An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics. - Georgios Kormpakis; Panagiotis Kapsalis; Konstantinos A. Psilopanagiotis; Sotiris Pelekis; Evangelos Karakolis; Haris Ch. Doukas (IISA, 2022)

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. - Sotiris Pelekis; Evangelos Karakolis; Francisco Silva; Vasileios Schoinas; Spiros Mouzakitis; Georgios Kormpakis; Nuno Amaro; John E. Psarras (IISA, 2022)

A Unified Framework for Querying Dynamic and Semantic Data Sources. - Konstantinos Touloumis; Panagiotis Kapsalis; Elissaios Sarmas; Stathis Stamatopoulos; Evangelos Karakolis; Vaggelis Marinakis (IISA, 2023)

Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions. - Spiros Mouzakitis; Ourania I. Markaki; Katerina Papapostolou; Evangelos Karakolis; Sotiris Pelekis; John E. Psarras (IntelliSys (2), 2023)

A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers. - Sotiris Pelekis; Ioannis-Konstantinos Seisopoulos; Evangelos Spiliotis; Theodosios Pountridis; Evangelos Karakolis; Spiros Mouzakitis; Dimitris Askounis (CoRR, 2023)

Towards a real-time demand response framework for smart communities using clustering techniques. - Sotiris Pelekis; Angelos Pipergias; Evangelos Karakolis; Spiros Mouzakitis; Francesca Santori; Mohammad Ghoreishi; Dimitris Askounis (CoRR, 2023)

Trustworthy Artificial Intelligence in the Energy Sector: Landscape Analysis and Evaluation Framework. - Sotiris Pelekis; Evangelos Karakolis; George Lampropoulos; Spiros Mouzakitis; Ourania I. Markaki; Christos Ntanos; Dimitris Askounis (ICE/ITMC, 2024)

Towards Innovative Power-to-Gas Investments in Greece: Novel Simulation Scenarios and Assessment Framework. - Hercules Koutalidis; Sotiris Pelekis; Eugenia Skepetari; Christos Ntanos; Evangelos Karakolis; Alexandros Menelaos Tzortzis; Georgios Kormpakis; Ariadni Michalitsi-Psarrou; Ioannis Papagiannopoulos; Afroditi Blika; Dimitris Askounis (IISA, 2024)

Enhancing Green Financing Through AI Analytics and Cross-Domain Data Sharing. - Ioannis Papagiannopoulos; Christos Ntanos; Sotiris Pelekis; Alexandros Menelaos Tzortzis; Hercules Koutalidis; Evangelos Karakolis; Georgios Kormpakis; Eugenia Skepetari; Ariadni Michalitsi-Psarrou; Afroditi Blika; Dimitris Askounis (IISA, 2024)

DeepTSF: Codeless machine learning operations for time series forecasting. - Sotiris Pelekis; Theodosios Pountridis; Georgios Kormpakis; George Lampropoulos; Evangelos Karakolis; Spiros Mouzakitis; Dimitris Askounis (SoftwareX, 2024)

DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe. - 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; et al. (AIAI Workshops (1), 2025)

AI4EF: Artificial Intelligence for Energy Efficiency in the building sector. - Alexandros Menelaos Tzortzis; Georgios Kormpakis; Sotiris Pelekis; Ariadni Michalitsi-Psarrou; Evangelos Karakolis; Christos Ntanos; Dimitris Askounis (SoftwareX, 2025)

Explainable AI for building energy retrofitting under data scarcity. - Panagiota Rempi; Sotiris Pelekis; Alexandros Menelaos Tzortzis; Evangelos Karakolis; Christos Ntanos; Dimitris Askounis (CoRR, 2025)

Adversarial machine learning: a review of methods, tools, and critical industry sectors. - Sotiris Pelekis; Thanos Koutroubas; Afroditi Blika; Anastasis Berdelis; Evangelos Karakolis; Christos Ntanos; Evangelos Spiliotis; Dimitris Askounis (Artif. Intell. Rev., 2025)