Evangelos Karakolis

According to our database, Evangelos Karakolis authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Energyguard Data Lake Architecture: From Heterogeneous Ingestion to Federated Data Sharing.

José L. Hernández, Vagelis Karakolis, Theodosios Pountridis, Spiros Mouzakitis, Huy Nam Nguyen, Gabriele Balzano

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

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., August, 2025

Explainable AI for building energy retrofitting under data scarcity.

Panagiota Rempi, Sotiris Pelekis, Alexandros Menelaos Tzortzis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis

CoRR, April, 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

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, Fotis Papastergiou, Alexandros Tzoumas, Martin Welß

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2025 IFIP WG 12.5 International Workshops, 2025

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

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

Proceedings of the 15th International Conference on Information, 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

Proceedings of the 15th International Conference on Information, 2024

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

Proceedings of the IEEE International Conference on Engineering, 2024

2023

Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks.

Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis 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

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

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

Proceedings of the Intelligent Systems and Applications, 2023

A Unified Framework for Querying Dynamic and Semantic Data Sources.

Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis Marinakis

Proceedings of the 14th International Conference on Information, 2023

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

Proceedings of the 13th International Conference on Information, 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

Proceedings of the 13th International Conference on Information, 2022

Identifying and Addressing Ethical Challenges in Recommender Systems.

Evangelos Karakolis, Panagiotis Foivos Oikonomidis, Dimitrios Askounis

Proceedings of the 13th International Conference on Information, 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

Proceedings of the 13th International Conference on Information, 2022

A Reasoning Engine Architecture for Building Energy Metadata Management.

Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis

Proceedings of the 13th International Conference on Information, 2022

Intelligent Querying for Implementing Building Aggregation Pipelines.

Konstantinos Alexakis, Panagiotis Kapsalis, Zoi Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis

Proceedings of the 13th International Conference on Information, 2022