Spiros Mouzakitis

54 papers C 1Journal 28Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Predicting Ship Main Engine Fuel Oil Consumption Using a Mixture of Experts Approach. IEEE Access Loukas Ilias, Afroditi Blika, Ariadni Michalitsi-Psarrou, Spiros Mouzakitis, Dimitris Askounis
2025	—	`conf`	DeployAI: AI-on-Demand Platform and Marketplace for Industrial Applications within Europe. AIAI Workshops (1) 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
2024	J	`jnl`	Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media. IEEE Trans. Comput. Soc. Syst. Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
2024	J	`jnl`	DeepTSF: Codeless machine learning operations for time series forecasting. SoftwareX Sotiris Pelekis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2024	J	`jnl`	Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. Frontiers Big Data Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis
2024	—	`conf`	Trustworthy Artificial Intelligence in the Energy Sector: Landscape Analysis and Evaluation Framework. ICE/ITMC Sotiris Pelekis, Evangelos Karakolis, George Lampropoulos, Spiros Mouzakitis, Ourania I. Markaki, Christos Ntanos, Dimitris Askounis
2024	J	`jnl`	Trustworthy artificial intelligence in the energy sector: Landscape analysis and evaluation framework. CoRR Sotiris Pelekis, Evangelos Karakolis, George Lampropoulos, Spiros Mouzakitis, Ourania I. Markaki, Christos Ntanos, Dimitris Askounis
2023	J	`jnl`	A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. IEEE Access Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers. CoRR Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis, Theodosios Pountridis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	Calibration of Transformer-based Models for Identifying Stress and Depression in Social Media. CoRR Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
2023	—	`conf`	Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain. IISA Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks. CoRR Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis Karakolis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	DeepTSF: Codeless machine learning operations for time series forecasting. CoRR Sotiris Pelekis, Evangelos Karakolis, Theodosios Pountridis, Georgios Kormpakis, George Lampropoulos, Spiros Mouzakitis, Dimitris Askounis
2023	—	`conf`	Encouraging AI Adoption by SMEs: Opportunities and Contributions by the ICT49 Project Cluster. IISA Ourania I. Markaki, Aikaterini Papapostolou, Spiros Mouzakitis, Izabela Zrazinska, Urszula Sobek, Thomas Wilczek, Antonis Troumpoukis, Xenia Ziouvelou, Vangelis Karkaletsis, Alexandra Carrasco, Miriam García, Gabriele Röger, Andrea Micheli, Jaime Alessandro Codagnone, Miguel de Prado, Siobhan O'Neill
2023	—	`conf`	Enhancing Decision Support Systems for the Energy Sector with Sustainable Artificial Intelligence Solutions. IntelliSys (2) Spiros Mouzakitis, Ourania I. Markaki, Katerina Papapostolou, Evangelos Karakolis, Sotiris Pelekis, John E. Psarras
2023	J	`jnl`	In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. CoRR Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
2023	—	`conf`	The VesselAI Methodology for AI-Powered Decision Support Systems for the Maritime Industry. IntelliSys (1) Christos Kontzinos, Spiros Mouzakitis, Carlos Agostinho, Paulo Figueiras, Dimitris Askounis
2023	J	`jnl`	Towards a real-time demand response framework for smart communities using clustering techniques. CoRR Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis, Spiros Mouzakitis, Francesca Santori, Mohammad Ghoreishi, Dimitris Askounis
2023	J	`jnl`	Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series. CoRR Alexandros Menelaos Tzortzis, Sotiris Pelekis, Evangelos Spiliotis, Spiros Mouzakitis, John E. Psarras, Dimitris Askounis
2022	J	`jnl`	A Cyber-Security Culture Framework for Assessing Organization Readiness. J. Comput. Inf. Syst. Anna Georgiadou, Spiros Mouzakitis, Kanaris Bounas, Dimitrios Askounis
2022	—	`conf`	A Reasoning Engine Architecture for Building Energy Metadata Management. IISA Panagiotis Kapsalis, Georgios Kormpakis, Konstantinos A. Psilopanagiotis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2022	—	`conf`	An end-to-end approach for scalable real time Anomaly detection in smart buildings. IISA Evangelos Karakolis, Konstantinos Alexakis, Panagiotis Kapsalis, Spiros Mouzakitis, John E. Psarras
2022	J	`jnl`	Detecting Insider Threat via a Cyber-Security Culture Framework. J. Comput. Inf. Syst. Anna Georgiadou, Spiros Mouzakitis, Dimitris Askounis
2022	—	`conf`	Enabling Maritime Digitalization by Extreme-Scale Analytics, AI and Digital Twins: The Vesselai Architecture. IntelliSys (3) Spiros Mouzakitis, Christos Kontzinos, John Tsapelas, Ioanna Kanellou, Georgios Kormpakis, Panagiotis Kapsalis, Dimitris Askounis
2022	—	`conf`	In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance. IISA Sotiris Pelekis, Evangelos Karakolis, Francisco Silva, Vasileios Schoinas, Spiros Mouzakitis, Georgios Kormpakis, Nuno Amaro, John E. Psarras
2022	—	`conf`	Optimising Maritime Processes Via Artificial Intelligence: The VesselAI Concept And Use Cases. IISA Spiros Mouzakitis, Christos Kontzinos, Panagiotis Kapsalis, Ioanna Kanellou, Georgios Kormpakis, Giannis Tsapelas, Dimitris Askounis
2021	J	`jnl`	Assessing MITRE ATT&CK Risk Using a Cyber-Security Culture Framework. Sensors Anna Georgiadou, Spiros Mouzakitis, Dimitris Askounis
2021	J	`jnl`	Designing a Cyber-security Culture Assessment Survey Targeting Critical Infrastructures During Covid-19 Crisis. CoRR Anna Georgiadou, Spiros Mouzakitis, Dimitris Askounis
2020	—	`conf`	Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases. ISESS Spiros Mouzakitis, Giannis Tsapelas, Sotiris Pelekis, Simos Ntanopoulos, Dimitris Askounis, Sjoukje A. Osinga, Ioannis N. Athanasiadis
2020	J	`jnl`	Towards Assessing Critical Infrastructures Cyber-Security Culture During Covid-19 Crisis: A Tailor-Made Survey. CoRR Anna Georgiadou, Spiros Mouzakitis, Dimitrios Askounis
2017	—	`conf`	Big data analytics in public safety and personal security: Challenges and potential. ICE/ITMC Evmorfia Biliri, Panagiotis Kokkinakos, Ariadni Michalitsi, Dimitris Papaspyros, John Tsapelas, Spiros Mouzakitis, Sotiris Koussouris, Yuri Glickman, Fabian Kirstein
2017	—	`conf`	Big data exploitation for maritime applications a multi-segment platform to enable maritime big data scenarios. ICE/ITMC Panagiotis Kokkinakos, Ariadni Michalitsi-Psarrou, Spiros Mouzakitis, Iosif Alvertis, Dimitris Askounis, Sotiris Koussouris
2017	J	`jnl`	Challenges and opportunities in renovating public sector information by enabling linked data and analytics. Inf. Syst. Frontiers Spiros Mouzakitis, Dimitris Papaspyros, Michael Petychakis, Sotiris Koussouris, Anastasios Zafeiropoulos, Eleni Fotopoulou, Lena Farid, Fabrizio Orlandi, Judie Attard, John E. Psarras
2016	J	`jnl`	Linked Data Analytics in Interdisciplinary Studies: The Health Impact of Air Pollution in Urban Areas. IEEE Access Eleni Fotopoulou, Anastasios Zafeiropoulos, Dimitris Papaspyros, Panagiotis Hasapis, George Tsiolis, Thanassis Bouras, Spiros Mouzakitis, Norma Zanetti
2016	—	`conf`	User Involvement in Software Development Processes. Cloud Forward Iosif Alvertis, Sotiris Koussouris, Dimitris Papaspyros, Evangelos Arvanitakis, Spiros Mouzakitis, Sebastian Franken, Sabine Kolvenbach, Wolfgang Prinz
2015	C	`conf`	Exploiting Linked Data Towards the Production of Added-Value Business Analytics and Vice-versa. DATA Eleni Fotopoulou, Panagiotis Hasapis, Anastasios Zafeiropoulos, Dimitris Papaspyros, Spiros Mouzakitis, Norma Zanetti
2015	—	`conf`	Linked Data Analytics for Business Intelligence SMEs: A Pilot Case in the Pharmaceutical Sector. SEMANTiCS (Posters & Demos) Barbara Kapourani, Eleni Fotopoulou, Anastasios Zafeiropoulos, Dimitris Papaspyros, Spiros Mouzakitis, Sotirios Koussouris
2015	—	`conf`	Propelling SMEs Business Intelligence Through Linked Data Production and Consumption. OTM Workshops Barbara Kapourani, Eleni Fotopoulou, Dimitris Papaspyros, Anastasios Zafeiropoulos, Spiros Mouzakitis, Sotirios Koussouris
2014	J	`jnl`	A State-of-the-Art Analysis of the Current Public Data Landscape from a Functional, Semantic and Technical Perspective. J. Theor. Appl. Electron. Commer. Res. Michael Petychakis, Olga Vasileiou, Charilaos Georgis, Spiros Mouzakitis, John E. Psarras
2013	J	`jnl`	A Fuzzy Multi-criteria Outranking Approach in Support of Business Angels' Decision-Analysis Process for the Assessment of Companies as Investment Opportunities. J. Optim. Theory Appl. Spiros Mouzakitis, George Karamolegkos, Emmanouil Ntanos, John E. Psarras
2012	—	`conf`	Envisioning Future Internet Enterprise Systems: Visionary Scenarios and New Research Areas. I-ESA Yannis Charalabidis, Fenareti Lampathaki, Sotirios Koussouris, Spiros Mouzakitis
2011	J	`jnl`	A Fuzzy Multi-Criteria Outranking Approach in Support of Business Angels' Decision Analysis Process for the Assessment of Companies as Investment Opportunities. J. Optim. Theory Appl. Spiros Mouzakitis, George Karamolegkos, Emmanouil Ntanos, John E. Psarras
2010	J	`jnl`	A Knowledge-Based Framework for Measuring Organizational Readiness for the Adoption of B2B Integration Systems. Inf. Syst. Manag. Spiros Mouzakitis, Dimitris Askounis
2010	J	`jnl`	Towards the government transformation: An ontology-based government knowledge repository. Comput. Stand. Interfaces Aikaterini-Maria Sourouni, Giorgos Kourlimpinis, Spiros Mouzakitis, Dimitris Askounis
2009	J	`jnl`	Business to business interoperability: A current review of XML data integration standards. Comput. Stand. Interfaces Fenareti Lampathaki, Spiros Mouzakitis, George Gionis, Yannis Charalabidis, Dimitris Askounis
2009	—	`conf`	E-Business Transactions Modelling; An Ontology-Based Repository. IESA Aikaterini-Maria Sourouni, Spiros Mouzakitis, Giorgos Kourlimpinis, Dimitris Askounis, Giorgos Velegrakis
2009	J	`jnl`	Effects of Enterprise Interoperability on Integration Efforts in Supply Chains. Int. J. Electron. Commer. Spiros Mouzakitis, Aikaterini-Maria Sourouni, Dimitris Askounis
2008	—	`conf`	A Capability Assessment Framework for the Adoption of B2B Integration Systems. WSKS (1) Spiros Mouzakitis, Dimitris Askounis
2008	J	`jnl`	A Core Component-based Modelling Approach for Achieving e-Business Semantics Interoperability. J. Theor. Appl. Electron. Commer. Res. Till Janner, Fenareti Lampathaki, Volker Hoyer, Spiros Mouzakitis, Yannis Charalabidis, Christoph Schroth
2008	—	`conf`	A Methodological Approach for Measuring B2B Integration Readiness of SMEs. ICEIS (1) Spiros Mouzakitis, Aikaterini-Maria Sourouni, Fenareti Lampathaki, John E. Psarras
2008	—	`conf`	Paving the Way to eGovernment Transformation: Interoperability Registry Infrastructure Development. EGOV Aikaterini-Maria Sourouni, Fenareti Lampathaki, Spiros Mouzakitis, Yannis Charalabidis, Dimitris Askounis
2008	—	`conf`	The Greek Electronic Government Interoperability Framework: Standards and Infrastructures for One-Stop Service Provision. Panhellenic Conference on Informatics Yannis Charalabidis, Fenareti Lampathaki, Demetrios Sarantis, Aikaterini-Maria Sourouni, Spiros Mouzakitis, George Gionis, Sotirios Koussouris, Christos Ntanos, Christos Tsiakaliaris, Vasilios Tountopoulos, Dimitris Askounis
2008	—	`conf`	Towards a Framework for B2B Integration Readiness Assessment and Guided Support of the SMEs. CAiSE Forum Spiros Mouzakitis, Fenareti Lampathaki, Dimitris Askounis
2007	—	`conf`	Towards a common repository for governmental data: A modelling framework and real world application. IESA Spiros Mouzakitis, Fenareti Lampathaki, Christoph Schroth, U. Scheper, Till Janner