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ORCIDGeorgios Kormpakis
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2020 – today
- 2024
[j2]Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis:
Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. Frontiers Big Data 6 (2024)- [j1]Sotiris Pelekis
, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis:
DeepTSF: Codeless machine learning operations for time series forecasting. SoftwareX 27: 101758 (2024) - [i4]Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Giannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis:
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem. CoRR abs/2408.03707 (2024) - 2023
- [c7]Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis, Zoi Mylona, Sotiris Pelekis, Vangelis Marinakis:
Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management. IISA 2023: 1-10 - [i3]Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras:
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. CoRR abs/2302.13046 (2023) - [i2]Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis:
DeepTSF: Codeless machine learning operations for time series forecasting. CoRR abs/2308.00709 (2023) - [i1]Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis Karakolis, Spiros Mouzakitis, Dimitris Askounis:
Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks. CoRR abs/2311.08035 (2023) - 2022
- [c6]Konstantinos Alexakis, Panagiotis Kapsalis, Zoi Mylona, Georgios Kormpakis, Evangelos Karakolis, Christos Ntanos, Dimitris Askounis:
Intelligent Querying for Implementing Building Aggregation Pipelines. IISA 2022: 1-6 - [c5]Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis:
A Reasoning Engine Architecture for Building Energy Metadata Management. IISA 2022: 1-7 - [c4]Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos A. Psilopanagiotis, Sotiris Pelekis, Evangelos Karakolis, Haris Ch. Doukas:
An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics. IISA 2022: 1-8 - [c3]Spiros Mouzakitis, Christos Kontzinos, Panagiotis Kapsalis, Ioanna Kanellou, Georgios Kormpakis, Giannis Tsapelas, Dimitris Askounis:
Optimising Maritime Processes Via Artificial Intelligence: The VesselAI Concept And Use Cases. IISA 2022: 1-5 - [c2]Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras:
In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. IISA 2022: 1-8 - [c1]Spiros Mouzakitis, Christos Kontzinos, John Tsapelas, Ioanna Kanellou, Georgios Kormpakis, Panagiotis Kapsalis, Dimitris Askounis:
Enabling Maritime Digitalization by Extreme-Scale Analytics, AI and Digital Twins: The Vesselai Architecture. IntelliSys (3) 2022: 246-256
Coauthor Index
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