Georgia Sovatzidi

According to our database, Georgia Sovatzidi authored at least 14 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection.

Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis

Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics, 2023

Interpretable EEG-Based Emotion Recognition Using Fuzzy Cognitive Maps.

Georgia Sovatzidi, Dimitris K. Iakovidis

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

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

Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

Stepladder determinative brain storm optimization.

Georgia Sovatzidi, Dimitris K. Iakovidis

Appl. Intell., 2022

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

Michael Vasilakakis, Georgia Sovatzidi, George Dimas, Dimitris K. Iakovidis

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Constructive Fuzzy Cognitive Map for Depression Severity Estimation.

Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

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

Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis

Proceedings of the Cancer Prevention Through Early Detection, 2022

Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation.

Georgia Sovatzidi, Dimitris K. Iakovidis

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

Automatic Fuzzy Graph Construction For Interpretable Image Classification.

Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Fuzzy Cognitive Maps for Interpretable Image-based Classification.

Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

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

Michael Vasilakakis, Georgia Sovatzidi, Dimitris K. Iakovidis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification.

Georgia Sovatzidi, Panagiota Gatoula, Michael D. Vasilakakis, Dimitris K. Iakovidis

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

2020

Determinative Brain Storm Optimization.

Georgia Sovatzidi, Dimitris K. Iakovidis

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Image Segmentation based on Determinative Brain Storm optimization.

Georgia Sovatzidi, Michalis A. Savelonas, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis

Proceedings of the 15th International Workshop on Semantic and Social Media Adaptation and Personalization, 2020