Author

Georgia Sovatzidi

Observed names: Sovatzidi Georgia, Sovatzidi, Georgia

Observed institution: University of Thessaly

ORCID: 0000-0002-8626-5549

Observed ORCID: 0000-0002-8626-5549

OpenAlex ID: A5083838761

Fuzzy Cognitive Maps for Interpretable Image-based Classification

2022 · Georgia Sovatzidi, Michael D. Vasilakakis, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 12

Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images Based on a Fuzzy Bag-of-Colour Features Model and Brain Storm Optimization

2021 · Michael Vasilakakis, Georgia Sovatzidi, et al. · Lecture notes in computer science · 12

Automatic Fuzzy Graph Construction For Interpretable Image Classification

2022 · Georgia Sovatzidi, Michael D. Vasilakakis, et al. · Proceedings - International Conference on Image Processing · 10

Stepladder determinative brain storm optimization

2022 · Georgia Sovatzidi, Dimitris K. Iakovidis · Applied Intelligence · 9

Towards the Interpretation of Multi-Label Image Classification Using Transformers and Fuzzy Cognitive Maps

2023 · Georgia Sovatzidi, Michael D. Vasilakakis, et al. · IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) · 5

Constructive Fuzzy Cognitive Map for Depression Severity Estimation

2022 · Georgia Sovatzidi, Michael Vasilakakis, et al. · Studies in health technology and informatics · 5

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IF3: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps

2022 · Georgia Sovatzidi, Michael D. Vasilakakis, et al. · Lecture notes in computer science · 5

FCMCoach: Personalized Virtual Coaching Based on Fuzzy Cognitive Maps

2024 · Georgia Sovatzidi, Dimitris K. Iakovidis · IEEE Access · 4

Image Segmentation based on Determinative Brain Storm optimization

2020 · Georgia Sovatzidi, Michalis Savelonas, et al. · International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP) · 4

Determinative Brain Storm Optimization

2020 · Georgia Sovatzidi, Dimitris K. Iakovidis · Lecture notes in computer science · 4

Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection

2023 · Georgia Sovatzidi, Michael Vasilakakis, et al. · Pan-Hellenic Conference on Progress in Computing and Informatics (PCI) · 3

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Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets

2022 · Michael Vasilakakis, Georgia Sovatzidi, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 3

Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification

2021 · Georgia Sovatzidi, Panagiota Gatoula, et al. · IEEE International Conference on Imaging Systems and Techniques (IST) · 3

Sensor-Based Fuzzy Inference of COVID-19 Transmission Risk in Cruise Ships

2024 · Georgios Triantafyllou, Georgia Sovatzidi, et al. · Studies in health technology and informatics · 2

Risk Assessment of COVID-19 Transmission on Cruise Ships Using Fuzzy Rules

2024 · Georgia Sovatzidi, Georgios Triantafyllou, et al. · IFIP advances in information and communication technology · 2

Interpretable EEG-Based Emotion Recognition Using Fuzzy Cognitive Maps

2023 · Georgia Sovatzidi, Dimitris K. Iakovidis · Studies in health technology and informatics · 2

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A review of fuzzy cognitive maps and their perspectives for explainable decision making

2026 · Georgia Sovatzidi, Dimitris K. Iakovidis · Neurocomputing · 1

A Smart Fuzzy Risk Assessment System for Epidemic Prevention on Cruise Ships

2025 · Georgios Triantafyllou, Georgia Sovatzidi, et al. · IEEE Access · 1

Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation

2022 · Georgia Sovatzidi, Dimitris K. Iakovidis · IFIP advances in information and communication technology · 1

Making It Trustworthy

2026 · RASSIA, STAMATINA, Tsikis, Theodoros Emm, et al. · Zenodo (CERN European Organization for Nuclear Research)

Self-Healing Algorithms and Perspectives for Reliable Artificial Intelligence

2026 · Kalogeropoulos, Dionisis, Sovatzidi, Georgia, et al. · Zenodo (CERN European Organization for Nuclear Research)

Explainable Failure Prediction and Prevention in Maritime

2026 · Kalogeropoulos, Dionisis, Sovatzidi, Georgia, et al. · arXiv (Cornell University)

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Explainable Neuro-Fuzzy Prediction for Trustworthy Decision-Making in Maritime

2026 · Kalogeropoulos, Dionisis, Sovatzidi, Georgia, et al. · arXiv (Cornell University)

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Fuzzy System for Norovirus Transmission Risk Assessment on Cruise Ships Based on Sensor Data

2026 · Georgia Sovatzidi, Georgios Triantafyllou, et al. · Lecture notes in networks and systems

Integrating Fuzzy Logic and Agent-Based Modeling for Norovirus Risk Assessment on Cruise Ships

2026 · Georgios Triantafyllou, Georgia Sovatzidi, et al. · IFIP advances in information and communication technology

Works count: 29

Citation count: 88

H-index: 5

I10-index: 3