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Konstantinos Mavrogiorgos

Observed names: Konstantinos, Mavrogiorgos, Mavrogiorgos, Konstantinos, Μαυρογιώργος, Κωνσταντίνος
Observed institution: University of Piraeus
ORCID: 0009-0006-5534-2683
Observed ORCID: 0009-0006-5534-2683
OpenAlex ID: A5099870952
Bias in Machine Learning: A Literature Review
2024 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · Applied Sciences · 123
A Catalogue of Machine Learning Algorithms for Healthcare Risk Predictions
2022 · Argyro Mavrogiorgou, Athanasios Kiourtis, et al. · Sensors · 59
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A Multi-layer Approach for Data Cleaning in the Healthcare Domain
2022 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · 53
beHEALTHIER: A Microservices Platform for Analyzing and Exploiting Healthcare Data
2021 · Argyro Mavrogiorgou, Spyridon Kleftakis, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 43
AI4Gov: Trusted AI for Transparent Public Governance Fostering Democratic Values
2023 · George Manias, Dimitris Apostolopoulos, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 40
Electronic Health Records at People’s Hands Across Europe: The InteropEHRate Protocols
2022 · Athanasios Kiourtis, Argyro Mavrogiorgou, et al. · Studies in health technology and informatics · 30
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Automated Rule-Based Data Cleaning Using NLP
2022 · Konstantinos Mavrogiorgos, Argyro Mavrogiorgou, et al. · Conference of Open Innovations Association (FRUCT) · 24
Interpretable Stroke Risk Prediction Using Machine Learning Algorithms
2023 · Nikolaos Zafeiropoulos, Argyro Mavrogiorgou, et al. · Lecture notes in networks and systems · 17
Digital Twin in Healthcare Through the Eyes of the Vitruvian Man
2022 · Spyridon Kleftakis, Argyro Mavrogiorgou, et al. · Smart innovation, systems and technologies · 16
Self-Adaptable Infrastructure Management for Analyzing the Efficiency of Big Data Stores
2022 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · Journal of Advances in Information Technology · 9
UI/UX Sustainable Design: Best Practices for Applications CO2 Emissions Reduction
2024 · Athanasios Kiourtis, Argyro Mavrogiorgou, et al. · International Conference on Smart and Sustainable Technologies (SpliTech) · 7
A Comparative Study of Monolithic and Microservices Architectures in Machine Learning Scenarios
2022 · Spyridon Kleftakis, Argyro Mavrogiorgou, et al. · IEEE International Conference on Computing (ICOCO) · 6
A Comparative Study of ML Algorithms for Scenario-agnostic Predictions in Healthcare
2022 · Argyro Mavrogiorgou, Spyridon Kleftakis, et al. · IEEE Symposium on Computers and Communications (ISCC) · 6
Mitigating Bias in Time Series Forecasting for Efficient Wastewater Management
2024 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · International Conference on Informatics and Computational Sciences (ICICoS) · 4
A Health Information Exchange Protocol Supporting Bluetooth-based Messages
2021 · Athanasios Kiourtis, Alessio Graziani, et al. · International Conference on Information Systems and Advanced Technologies (ICISAT) · 4
A Question Answering Software for Assessing AI Policies of OECD Countries
2023 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · European Symposium on Software Engineering (ESSE) · 3
Combining Explainable Artificial Intelligence (Xai) With Blockchain Towards Trustworthy Data-Driven Policies
2025 · Konstantinos Mavrogiorgos, Shlomit Gur, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 2
LLM-Based Agents for Cybersecurity: A Systematic Review of Architectures, Applications, and Open Challenges
2026 · George Fatouros, Konstantinos Mavrogiorgos, et al. · Journal of Cybersecurity and Privacy · 1
Self-explaining Neural Networks for Business Process Monitoring
2025 · Shahaf Bassan, Shlomit Gur, et al. · Communications in computer and information science · 1
Analyzing Collective Knowledge Towards Public Health Policy Making
2021 · Spyridon Kleftakis, Konstantinos Mavrogiorgos, et al. · IFIP advances in information and communication technology · 1
Enhancing fairness: A cross-platform application for mitigating bias in data ecosystems
2026 · Konstantinos Mavrogiorgos, Athanasios Kiourtis, et al. · Array
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Online Resource 1: Reproducibility package for "A Vitruvian Digital Twin of the Patient: A Design Science Reference Architecture for Governed and Uncertainty-Aware Healthcare AI"
2026 · Kleftakis, Spyridon, Mavrogiorgos, Konstantinos, et al. · Zenodo (CERN European Organization for Nuclear Research)
Enhancing Fairness: a cross-platform toolkit for identifying and mitigating data bias (back end and revised evaluation)
2026 · Mavrogiorgos, Konstantinos, Kiourtis, Athanasios, et al. · Zenodo (CERN European Organization for Nuclear Research)
LLM-Based Agents for Cybersecurity: review data, search record and analysis code
2026 · Fatouros, Georgios, Konstantinos, Mavrogiorgos, et al. · Zenodo (CERN European Organization for Nuclear Research)
Virtualized Unbiasing Framework: A Structured Approach to AI Bias Literacy and Practical Mitigation Skills
2026 · Alenka Guček, Matej Kovačič, et al. · Journal of artificial intelligence for sustainable development.
Works count: 31
Citation count: 458
H-index: 9
I10-index: 9
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