Georgios Kormpakis

According to our database, Georgios Kormpakis authored at least 11 papers between 2022 and 2024.

Collaborative distances:

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

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

Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture.

Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis

Frontiers Big Data, 2024

Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem.

Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Giannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis

CoRR, 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

Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management.

Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis, Zoi Mylona, Sotiris Pelekis, Vangelis Marinakis

Proceedings of the 14th International Conference on Information, 2023

2022

Enabling Maritime Digitalization by Extreme-Scale Analytics, AI and Digital Twins: The Vesselai Architecture.

Spiros Mouzakitis, Christos Kontzinos, John Tsapelas, Ioanna Kanellou, Georgios Kormpakis, Panagiotis Kapsalis, Dimitris Askounis

Proceedings of the Intelligent Systems and Applications, 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

Optimising Maritime Processes Via Artificial Intelligence: The VesselAI Concept And Use Cases.

Spiros Mouzakitis, Christos Kontzinos, Panagiotis Kapsalis, Ioanna Kanellou, Georgios Kormpakis, Giannis Tsapelas, Dimitris Askounis

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

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