Dawid Kosior

14 papers B 5Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Method for Human Fall Detection Using Federated Learning and Interval-Valued Fuzzy Inference Systems.
J. Artif. Intell. Soft Comput. Res.
Barbara Pekala, Jaroslaw Szkola, Piotr Grochowalski, Dorota Gil, Dawid Kosior, Krzysztof Dyczkowski
2025 J jnl
PRISM-FL-A Privacy-Aware Decision Support System for Enhanced Medical Diagnostics Based on Federated Learning.
IEEE Access
Barbara Pekala, Przemyslaw Grzegorzewski, Jaroslaw Szkola, Dawid Kosior
2025 J jnl
Unique Method for Prognosis of Risk of Depressive Episodes Using Novel Measures to Model Uncertainty Under Data Privacy.
Entropy
Barbara Pekala, Dawid Kosior, Wojciech Rzasa, Katarzyna Garwol, Janusz Czuma
2024 — conf
Applications of IFIS python library in interval-valued fuzzy inference problems.
FUZZ
Barbara Pékala, Piotr Grochowalski, Dawid Kosior, Dorota Gil, Wojciech Koziol, Krzysztof Dyczkowski, Uzay Kaymak, Caro Fuchs, Marco S. Nobile
2024 J jnl
Python library for interval-valued fuzzy inference.
SoftwareX
Krzysztof Dyczkowski, Piotr Grochowalski, Dawid Kosior, Dorota Gil, Wojciech Koziol, Barbara Pekala, Uzay Kaymak, Caro Fuchs, Marco S. Nobile
2023 — conf
A New Look at the Entropy of Interval-Valued Fuzzy Sets - Theory and Applications.
FUZZ
Przemyslaw Grzegorzewski, Barbara Pekala, Krzysztof Dyczkowski, Dawid Kosior
2023 J jnl
Early detection of the risk of depressive episodes using a proprietary diagnostic test by new epistemic similarity measures.
Appl. Soft Comput.
Barbara Pekala, Katarzyna Garwol, Janusz Czuma, Dawid Kosior, Lech Zareba, Marcin Chyla
2022 — conf
Selection of Relevant Features Based on Optimistic and Pessimistic Similarities Measures of Interval-Valued Fuzzy Sets.
IPMU (1)
Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
2021 B conf
Application of entropy measures with uncertainty in classification methods with missing data problem.
FUZZ-IEEE
Barbara Pekala, Dawid Kosior, Krzysztof Dyczkowski, Jaroslaw Szkola
2021 B conf
Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets.
FUZZ-IEEE
Barbara Pekala, Krzysztof Dyczkowski, Jaroslaw Szkola, Dawid Kosior
2021 J jnl
Interval-valued equivalence measures respecting uncertainty in image processing.
Int. J. Intell. Syst.
Barbara Pekala, Urszula Bentkowska, Dawid Kosior, Zdenko Takác, Aitor Castillo-Lopez, Mikel Sesma-Sara, Javier Fernández, Julio Lafuente, Humberto Bustince
2020 B conf
Application of similarity measures with uncertainty in classification methods.
FUZZ-IEEE
Barbara Pekala, Ewa Rak, Dawid Kosior, Marcin Mrukowicz, Jan G. Bazan
2020 B conf
General local properties of fuzzy relations and fuzzy multisets used to an algorithm for group decision making.
FUZZ-IEEE
Barbara Pekala, Urszula Bentkowska, Jaroslaw Szkola, Wojciech Rzasa, Dawid Kosior, Javier Fernández, Laura De Miguel, Humberto Bustince
2020 B conf
Influence of new interval-valued pre-aggregation function on medical decision making.
FUZZ-IEEE
Pawel Drygas, Barbara Pekala, Krzysztof Balicki, Dawid Kosior