Vangelis Marinakis

58 papers B 4Journal 22Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A federated Artificial Intelligence testing and experimentation facility for the European energy sector. Eng. Appl. Artif. Intell. Elissaios Sarmas, Alexandre Lucas, Andrés Acosta, Ferdinanda Ponci, Pedro Rodriguez, Vangelis Marinakis
2025	—	`conf`	A Key Performance Indicator Framework for Activated and Data-Driven Energy Communities. IISA Nektarios Matsagkos, Eleni Kanellou, Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Vangelis Marinakis
2025	—	`conf`	A Meta-Learning Framework for Short-Term Wind Power Forecasting with SCADA and Weather Data. IISA Antonis Zakynthinos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2025	B	`conf`	A Simulation Framework for Battery Optimization Under Extreme Energy Imbalance Using Machine Learning Forecasting. ICTAI Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
2025	J	`jnl`	A hyperparameter-space clustering methodology of residential electricity loads. Appl. Soft Comput. Vasilis Michalakopoulos, Ioannis Papias, Efstathios Sarantinopoulos, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis
2025	—	`conf`	An Urban Data Management Platform for Bridging Trusted Ecosystems, Dataspaces, and Digital Twins. IISA Iason Sotiropoulos, Ioannis Karvelas, Elissaios Sarmas, Stamatia Rizou, Vangelis Marinakis
2025	J	`jnl`	Energy Urban Domain: Personalized Evaluation of Expert and Non-Expert Stakeholder Interaction With Artificial Intelligence Through ChatGPT Using the VIRTSI Model. IEEE Access George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2025	J	`jnl`	Equilibrium Analysis of Day-Ahead Electricity Markets With Strategic Demand Aggregators Based on the Theory of Learning in Games. IEEE Access Alireza Khaksari, Konstantinos Steriotis, Prodromos Makris, Georgios Tsaousoglou, Elissaios Sarmas, Vangelis Marinakis, Emmanouel A. Varvarigos
2025	J	`jnl`	FLEXiT: A platform for estimating residential energy flexibility for aggregated & disaggregated demand-side management. SoftwareX Ioannis Papias, Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2025	J	`jnl`	Lightweight Embedded IoT Gateway for Smart Homes Based on an ESP32 Microcontroller. Comput. Filippos Serepas, Ioannis Papias, Konstantinos Christakis, Nikos Dimitropoulos, Vangelis Marinakis
2025	—	`conf`	Non-Intrusive Load Monitoring Using Cluster-Optimized Denoising Autoencoders. IISA Ioannis Papias, Vasilis Michalakopoulos, Dimitra Karoutsou, Elissaios Sarmas, Nikos Dimitropoulos, Vangelis Marinakis, Marion Paraschi, Dimitris I. Chatzigiannis
2025	—	`conf`	Oracle MILP and Reinforcement Learning Bidding for PV-Battery Dispatch in an Incentive-Driven Local Flexibility Market. IISA Nickie Gkolia, Nikos Dimitropoulos, Vangelis Marinakis
2025	—	`conf`	Short-Term Forecasting of Hydropower Plant Generation Using the Prophet Model. IISA Afroditi Fragkiadaki, Elissaios Sarmas, Anestis Anastasiadis, Panagiotis Papadimitriou, Vangelis Marinakis
2025	B	`conf`	Trustworthy Integration of Generative AI and LLMs in the Energy Digital Spine: Epistemic Risk Models and Trust Performance Indicators. ICTAI Maria Virvou, George A. Tsihrintzis, Vangelis Marinakis, Elissaios Sarmas, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi
2025	B	`conf`	Which AI and How Trusted by Human Energy Stakeholders? Comparing Generative AI ChatGPT With Domain Specific AI-ENERGIA-SYS. SMC George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024	—	`conf`	A Comprehensive Approach to Real-Time and Batch Processing for Energy-Efficient IoT Homes: Leveraging Lambda Architecture and Data Lakes. IISA Filippos Serepas, Ioannis Papias, Nikolaos Bellos, Vangelis Marinakis
2024	—	`conf`	A Decision Support Tool for Aggregation and Prioritisation of Energy Efficiency Investments in Buildings. IISA Ioanna Andreoulaki, Daniela Stoian, Aikaterini Papapostolou, Andriana Stavrakaki, Vangelis Marinakis
2024	—	`conf`	A Holistic Framework for Evaluating Energy Performance and Indoor Environmental Quality in Cultural Heritage Buildings. IISA Sokratis Divolis, Evangelos Spiliotis, Vangelis Marinakis, Andreas Stoimenidis
2024	—	`conf`	A Smart Toolbox for the Digital Transformation of Buildings. IISA Sofia Mulero-Palencia, Susana Martin-Toral, Dimitrios Rovas, Georgios Kormpakis, Vangelis Marinakis, Ali Vasallo Belver
2024	J	`jnl`	A multi-dimensional unsupervised machine learning framework for clustering residential heat load profiles. CoRR Vasilis Michalakopoulos, Elissaios Sarmas, Viktor Daropoulos, Giannis Kazdaridis, Stratos Keranidis, Vangelis Marinakis, Dimitris Askounis
2024	—	`conf`	Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs. IISA Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2024	J	`jnl`	Baseline energy modeling for improved measurement and verification through the use of ensemble artificial intelligence models. Inf. Sci. Elissaios Sarmas, Aikaterini Forouli, Vangelis Marinakis, Haris Ch. Doukas
2024	—	`conf`	Democratise Energy Through Energy Activated Citizens and Data-Driven Communities: The ENPOWER Approach. IISA Nektarios Matsagkos, Eleni Kanellou, Afroditi Fragkiadaki, Vasilis Michalakopoulos, Vangelis Marinakis, Haris Ch. Doukas
2024	—	`conf`	Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT. IISA George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024	—	`conf`	Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem. ICE/ITMC Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Ioannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis
2024	J	`jnl`	Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem. CoRR Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Giannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis
2024	J	`jnl`	Integrating Dynamic Correlation Shifts and Weighted Benchmarking in Extreme Value Analysis. CoRR Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
2024	—	`conf`	Ontology-based Dataset Discovery in the BUILDSPACE Data Management Platform. NLP4KGC@SEMANTiCS Iason Sotiropoulos, Ioannis Karvelas, Stamatia Rizou, Vangelis Marinakis, Edlira Vakaj
2024	J	`jnl`	Unsupervised domain adaptation methods for photovoltaic power forecasting. Appl. Soft Comput. Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Ch. Doukas
2023	J	`jnl`	A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs. CoRR Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias, Panagiotis Skaloumpakas, Vangelis Marinakis, Haris Ch. Doukas
2023	—	`conf`	A Next Generation Library of AI-Based Data-Driven Services for the Built Environment. IISA Elissaios Sarmas, Stathis Stamatopoulos, Panagiotis Kapsalis, Konstantinos Touloumis, Vangelis Marinakis
2023	—	`conf`	A Quantitative Methodology to Support Local Governments in Climate Change Adaptation and Mitigation Actions. DCAI (2) Nikos Dimitropoulos, Elissaios Sarmas, Marcelo Lampkowski, Vangelis Marinakis
2023	—	`conf`	A Web-Based Service Supporting Local Governments in SECAP Implementation activities. IISA Nikos Dimitropoulos, Eliza Milioni, Marcelo Lampkowski, Elissaios Sarmas, Panagiotis Kapsalis, Vangelis Marinakis, Haris Ch. Doukas
2023	B	`conf`	An Integrated ML-Ops Framework for Automating AI-based Photovoltaic Forecasting. IEEE Big Data Symeon Chorozoglou, Elissaios Sarmas, Vangelis Marinakis
2023	—	`conf`	Application of Big Data Analytics in the Electrical Sector: A Real Case Study. IISA Marco Antonio Bucarelli, Francesca Santori, Elissaios Sarmas, Salvatore Cipolla, Vangelis Marinakis, Andrea Natalini, Marzia Mammina
2023	—	`conf`	Building a Data Lake for Smart Building Data: Architecture for Data Quality and Interoperability. IISA José L. Hernández, Susana Martin, Panagiotis Kapsalis, Kyriakos Katsigarakis, Elissaios Sarmas, Vangelis Marinakis
2023	J	`jnl`	Correction: A data-driven multicriteria decision making tool for assessing investments in energy efficiency. Oper. Res. Elissaios Sarmas, Vangelis Marinakis, Haris Ch. Doukas
2023	—	`conf`	Distributed Ledger Technology in Energy Services: The InEExS Project Objectives and Approach. IISA Aikaterini Papapostolou, Ioanna Andreoulaki, Sokratis Divolis, Filippos Anagnostopoulos, Vangelis Marinakis
2023	—	`conf`	Energy Sector Digitilisation: A Security Framework Application for Role-Based Access Management. IISA Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis, Zoi Mylona, Sotiris Pelekis, Vangelis Marinakis
2022	J	`jnl`	A data-driven multicriteria decision making tool for assessing investments in energy efficiency. Oper. Res. Elissaios Sarmas, Vangelis Marinakis, Haris Ch. Doukas
2022	—	`conf`	A web-based Building Automation and Control Service. IISA Elissaios Sarmas, Nikos Dimitropoulos, Sofoklis Strompolas, Zoi Mylona, Vangelis Marinakis, Athanasios Giannadakis, Alexandros Romaios, Haris Ch. Doukas
2022	—	`conf`	The BD4NRG Reference Architecture for Big Data Driven Energy Applications. IISA Katharina A. Wehrmeister, Efthimios Bothos, Vangelis Marinakis, Babis Magoutas, Alexander Pastor, Leonardo Carreras, Antonello Monti
2021	J	`jnl`	Comparative analysis of AI-based models for short-term photovoltaic power forecasting in energy cooperatives. Intell. Decis. Technol. Nikos Dimitropoulos, Zoi Mylona, Vangelis Marinakis, Panagiotis Kapsalis, Nikolaos Sofias, Niccolo Primo, Yannis Maniatis, Haris Ch. Doukas
2021	—	`conf`	Forecasting of short-term PV production in energy communities through Machine Learning and Deep Learning algorithms. IISA Nikos Dimitropoulos, Nikolaos Sofias, Panagiotis Kapsalis, Zoi Mylona, Vangelis Marinakis, Niccolo Primo, Haris Ch. Doukas
2020	—	`conf`	Decision Support Tools for Energy Efficiency Obligated Parties towards Energy Poverty Alleviation. IISA Apostolos Arsenopoulos, Vangelis Marinakis, Konstantinos Koasidis, Andriana Stavrakaki, John E. Psarras
2020	J	`jnl`	From Intelligent Energy Management to Value Economy through a Digital Energy Currency: Bahrain City Case Study. Sensors Vangelis Marinakis, Haris Ch. Doukas, Konstantinos Koasidis, Hanan Albuflasa
2020	J	`jnl`	From big data to smart energy services: An application for intelligent energy management. Future Gener. Comput. Syst. Vangelis Marinakis, Haris Ch. Doukas, John Tsapelas, Spyros Mouzakitis, Álvaro Sicilia, Leandro Madrazo, Sgouris P. Sgouridis
2018	J	`jnl`	An Advanced IoT-based System for Intelligent Energy Management in Buildings. Sensors Vangelis Marinakis, Haris Ch. Doukas
2018	—	`conf`	Digitizing Energy Savings in Sustainable Smart Cities: Introducing a Virtual Energy-Currency Approach. PerCom Workshops Vangelis Marinakis, Christina Nikolopoulou, Haris Ch. Doukas
2017	J	`jnl`	Decision Support for Intelligent Energy Management in Buildings Using the Thermal Comfort Model. Int. J. Comput. Intell. Syst. Vangelis Marinakis, Haris Ch. Doukas, Evangelos Spiliotis, Ilias Papastamatiou
2016	—	`conf`	Integrating a decision support system with smart grid infrastructures and ICT solutions towards energy cost reduction: An action plan to optimally schedule the operation of heating and electricity systems. IISA Evangelos Spiliotis, Vangelis Marinakis, Haris Ch. Doukas, John E. Psarras
2016	—	`conf`	OPTIMUS decision support tools: Transforming multidisciplinary data to energy management action plans. IISA Haris Ch. Doukas, Vangelis Marinakis, Evangelos Spiliotis, John E. Psarras
2015	—	`conf`	A framework for integrating user experience in action plan evaluation through social media: Transforming user generated content into knowledge to optimise energy use in buildings. IISA Evangelos Spiliotis, George Anastasopoulos, Phaedra Dede, Vangelis Marinakis, Haris Ch. Doukas
2015	—	`conf`	A web tool for assessing the energy use of buildings in Greece: First results from real life application. IISA Ilias Papastamatiou, Vangelis Marinakis, Haris Ch. Doukas, John E. Psarras
2015	J	`jnl`	A web tool for sustainable energy communities. Int. J. Inf. Decis. Sci. Vangelis Marinakis, Alexandra Papadopoulou, Haris Ch. Doukas, John E. Psarras
2015	—	`conf`	Advanced ICT platform for real-time monitoring and infrastructure efficiency at the city level. IISA Vangelis Marinakis, Alexandra G. Papadopoulou, George Anastasopoulos, Haris Ch. Doukas, John E. Psarras
2014	J	`jnl`	Linguistic multi-criteria decision making for energy and environmental corporate policy. Inf. Sci. Haris Ch. Doukas, Anastasia Tsiousi, Vangelis Marinakis, John E. Psarras
2006	J	`jnl`	The Mathematics of the Imaging Techniques of MEG, CT, PET and SPECT. Int. J. Bifurc. Chaos Athanassios S. Fokas, Vangelis Marinakis