mgr inż. Dawid Kosior

Publikacje

• [współaut.] Pękala B, Grzegorzewski P, Szkoła J PRISM-FL-A Privacy-Aware Decision Support System for Enhanced Medical Diagnostics Based on Federated Learning. - IEEE Access, 2025, Vol. 13, p. 200338-200350
• [współaut.] Pękala B, Rząsa W, Garwol K [et al.] Unique Method for Prognosis of Risk of Depressive Episodes Using Novel Measures to Model Uncertainty Under Data Privacy. - Entropy, 2025, Vol. 27, iss. 2
• [współaut.] Pękala B, Szkoła J, Grochowalski P [et al.] A Novel Method for Human Fall Detection Using Federated Learning and Interval-Valued Fuzzy Inference Systems. - Journal of Artificial Intelligence and Soft Computing Research, 2025, Vol. 15, No. 1, p. 77-90
• [współaut.] Dyczkowski K, Grochowalski P, Gil D [et al.] Python library for interval-valued fuzzy inference. - SoftwareX, 2024, Vol. 26
• [współaut.] Pękala B, Grochowalski P, Gil D [et al.] Applications of IFIS python library in interval-valued fuzzy inference problems W: 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) : Yokohama, Japan, 30 June 2024 - 05 July 2024 / ed. DeLiang Wang, Taro Toyoizumi. Piscataway, Institute of Electrical and Electronics Engineers IEEE: 2024, S. 1-9
• [współaut.] Pękala B, Garwol K, Czuma J [et al.] Early detection of the risk of depressive episodes using a proprietary diagnostic test by new epistemic similarity measures [Formula presented]. - Applied Soft Computing, 2023, Vol. 148
• [współaut.] Grzegorzewski P, Pękala B, Dyczkowski K A New Look at the Entropy of Interval-Valued Fuzzy Sets - Theory and Applications W: 2023 IEEE International Conference on Fuzzy Systems (FUZZ) / eds. Frank Chung-Hoon Rhee, Byung-Jae Choi. Piscataway, Institute of Electrical and Electronics Engineers IEEE: 2023, S. 1-7
• [współaut.] Pękala B Influence of Interval-Valued Measures on Classification Methods with Missing Values W: Uncertainty and Imprecision in Decision Making and Decision Support : New Advances, Challenges, and Perspectives. Selected papers from BOS-2020, held on December 14-15, 2020, and IWIFSGN-2020, held on December 10-11, 2020 in Warsaw, Poland / Editors Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kałuszko, Maciej Krawczak, Jan W. Owsiński, Sotir S. Sotirov, Evdokia Sotirova, Eulalia Szmidt, Sławomir Zadrożny. Cham, Springer: 2022, S. 15-27
• [współaut.] Pękala B, Dyczkowski K, Szkoła J Selection of Relevant Features Based on Optimistic and Pessimistic Similarities Measures of Interval-Valued Fuzzy Sets W: Information Processing and Management of Uncertainty in Knowledge-Based Systems : 19th International Conference, IPMU 2022, Milan, Italy, July 11-15, 2022, Proceedings, Part I / eds. Davide Ciucci, Inés Couso, Jesús Medina, Dominik Ślęzak, Davide Petturiti, Bernadette Bouchon-Meunier, Ronald R. Yager. Cham, Springer: 2022, S. 307-319
• [współaut.] Pękala B, Bentkowska U, Takáč Z [et al.] Interval-valued equivalence measures respecting uncertainty in image processing. - International Journal of Intelligent Systems, 2021, Vol. 36, iss. 6, pp. 2767-2796
• [współaut.] Pękala B, Dyczkowski K, Szkoła J Application of entropy measures with uncertainty in classification methods with missing data problem W: 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2021, s. 1-6
• [współaut.] Pękala B, Dyczkowski K, Szkoła J Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets W: 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2021, s. 1-8
• [współaut.] Drygaś P, Pękala B, Balicki K Influence of new interval-valued pre-aggregation function on medical decision making W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Institute of Electrical and Electronics Engineers (IEEE): 2020
• [współaut.] Pękala B, Bentkowska U, Szkoła J [et al.] General local properties of fuzzy relations andfuzzy multisets used to an algorithm for group decision making W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Institute of Electrical and Electronics Engineers (IEEE): 2020
• [współaut.] Pękala B, Rak E, Mrukowicz M [et al.] Application of similarity measures with uncertainty in classification methods W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2020, S. 1-8