Intuitionistic Fuzzy Cognitive Maps for Interpretable Image Classification

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

The interpretability of machine learning models is critical, as users may be reluctant to rely on their inferences. Intuitionistic FCMs (iFCMs) have been proposed as an extension of FCMs offering a natural mechanism to assess the quality of their out

Externí odkaz: http://arxiv.org/abs/2408.03745

Determinative Brain Storm Optimization

Autor: Sovatzidi, Georgia, Iakovidis, Dimitris K.

Publikováno v: Advances in Swarm Intelligence

Brain Storm Optimization (BSO) is a swarm intelligence optimization algorithm, based on the human brainstorming process. The ideas of a brainstorming process comprise the solutions of the algorithm, which iteratively applies solution grouping, genera

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmc_________::0e17d28e76368a34f4b917d095e74897
http://europepmc.org/articles/PMC7354810

Interpretable EEG-Based Emotion Recognition Using Fuzzy Cognitive Maps.

Autor: SOVATZIDI, Georgia, IAKOVIDIS, Dimitris K.

Publikováno v: Studies in Health Technology & Informatics; 2023, Vol. 302, p992-996, 5p, 1 Color Photograph, 1 Diagram, 1 Graph

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

Autor: Triantafyllou G; Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, 35100, Greece., Sovatzidi G; Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, 35100, Greece., Dimas G; Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, 35100, Greece., Kalozoumis PG; Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, 35100, Greece., Drikakis D; Institute for Advanced Modelling and Simulation, University of Nicosia, Nicosia, CY-2417, Cyprus., Kokkinakis IW; Institute for Advanced Modelling and Simulation, University of Nicosia, Nicosia, CY-2417, Cyprus., Markakis IA; Health Policy Institute, Maroussi, 15123, Greece., Golna C; Health Policy Institute, Maroussi, 15123, Greece., Iakovidis D; Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, 35100, Greece.

Publikováno v: Studies in health technology and informatics [Stud Health Technol Inform] 2024 Aug 22; Vol. 316, pp. 1817-1821.