Barbara Pekala

58 papers B 14Journal 22Unranked 21

Year	Rank	Type	Title / 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`	Federated Learning with the Choquet Integral as Aggregation Method. FUZZ Barbara Pekala, Anna Wilbik, Jaroslaw Szkola, Krzysztof Dyczkowski, Patryk Zywica
2024	J	`jnl`	Fuzzy and rough approach to the problem of missing data in fall detection system. Fuzzy Sets Syst. Teresa Mroczek, Dorota Gil, Barbara Pekala
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
2024	—	`conf`	Refining Uncertainty Management in Machine Learning: An Interval-Valued Fuzzy Set Approach to Logistic Regression. IPMU (3) Jarosaw Szkoa, Barbara Pekala, Krzysztof Dyczkowski
2024	—	`conf`	Sensor-Based Injury Prediction in Football Using a New Interval-Valued Fuzzy Inference Library. FUZZ Krzysztof Dyczkowski, Bartlomiej Grzelak, Tomasz Górecki, Tomasz Pilka, Aleksandra Sadurska, Barbara Pekala, Adam Lee Owen
2024	—	`conf`	The Hybrid Method of Inference System Based on Experts' Rules and Machine Learning with an Uncertainty Aspect. IPMU (3) Dorota Gil, Barbara Pekala
2024	J	`jnl`	The effectiveness of aggregation functions used in fuzzy local contrast constructions. Fuzzy Sets Syst. Barbara Pekala, Urszula Bentkowska, Michal Kepski, Marcin Mrukowicz
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
2023	—	`conf`	Federated Similarity-Based Learning with Incomplete Data. FUZZ Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Anna Wilbik
2023	—	`conf`	The Sugeno Integral Used for Federated Learning with Uncertainty for Unbalanced Data. FUZZ Anna Wilbik, Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski
2022	J	`jnl`	Application of Fuzzy and Rough Logic to Posture Recognition in Fall Detection System. Sensors Barbara Pekala, Teresa Mroczek, Dorota Gil, Michal Kepski
2022	B	`conf`	Federated learning with uncertainty on the example of a medical data. FUZZ-IEEE Krzysztof Dyczkowski, Barbara Pekala, Jaroslaw Szkola, Anna Wilbik
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`	Application of the Fuzzy Logic to Evaluation and Selection of Attribute Ranges in Machine Learning. FUZZ-IEEE Wieslaw Paja, Krzysztof Pancerz, Barbara Pekala, Jaromir Sarzynski
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`	Inclusion and similarity measures for interval-valued fuzzy sets based on aggregation and uncertainty assessment. Inf. Sci. Barbara Pekala, Krzysztof Dyczkowski, Przemyslaw Grzegorzewski, Urszula Bentkowska
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
2021	J	`jnl`	New transitivity of Atanassov's intuitionistic fuzzy sets in a decision making model. Int. J. Appl. Math. Comput. Sci. Barbara Pekala, Piotr Grochowalski, Eulalia Szmidt
2021	B	`conf`	Preference and weak interval-valued operator in decision making problem. FUZZ-IEEE Barbara Pekala, Pawel Drygas, Maksymilian Knap, Dorota Gil, Bogdan Kwiatkowski
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
2020	J	`jnl`	Interval Subsethood Measures with Respect to Uncertainty for the Interval-Valued Fuzzy Setting. Int. J. Comput. Intell. Syst. Barbara Pekala, Urszula Bentkowska, Mikel Sesma-Sara, Javier Fernández, Julio Lafuente, Abdulrahman H. Altalhi, Maksymilian Knap, Humberto Bustince, Jesus M. Pintor
2020	—	`conf`	New Methods for Comparing Interval-Valued Fuzzy Cardinal Numbers. IPMU (2) Barbara Pekala, Jaroslaw Szkola, Krzysztof Dyczkowski, Tomasz Pilka
2020	B	`conf`	New fuzzy local contrast measures: definitions, evaluation and comparison. FUZZ-IEEE Urszula Bentkowska, Michal Kepski, Marcin Mrukowicz, Barbara Pekala
2020	B	`conf`	The ordering methods of interval-valued fuzzy cardinal numbers with application in an uncertain decision making. FUZZ-IEEE Krzysztof Dyczkowski, Barbara Pekala, Michal Baczynski, Jaroslaw Szkola, Tomasz Pilka
2020	B	`conf`	The use of concave and convex functions to optimize the feed-rate of numerically controlled machine tools. FUZZ-IEEE Barbara Pekala, Ewa Rak, Bogdan Kwiatkowski, Adam Szczur, Rafal Rak
2019	B	`conf`	Equivalence measures for Atanassov intuitionistic fuzzy setting used to algorithm of image processing. FUZZ-IEEE Barbara Pekala, Urszula Bentkowska, Javier Fernández, Humberto Bustince
2019	J	`jnl`	The stability of local properties of fuzzy relations under ordinal equivalence. Inf. Sci. Urszula Bentkowska, Barbara Pekala, Wojciech Rzasa
2019	—	`book`	Uncertainty Data in Interval-Valued Fuzzy Set Theory - Properties, Algorithms and Applications Barbara Pekala
2018	—	`conf`	Diverse Classes of Interval-Valued Aggregation Functions in Medical Diagnosis Support. IPMU (3) Urszula Bentkowska, Barbara Pekala
2018	J	`jnl`	Group Decision Support under Intuitionistic Fuzzy Relations: The Role of Weak Transitivity and Consistency. Int. J. Intell. Syst. Barbara Pekala, Eulalia Szmidt, Janusz Kacprzyk
2017	—	`conf`	An Equivalence Relation and Admissible Linear Orders in Decision Making. EUSFLAT/IWIFSGN (1) Urszula Bentkowska, Barbara Pekala
2017	—	`conf`	Compositions Consistent with the Modus Ponens Property Used in Approximate Reasoning. EUSFLAT/IWIFSGN (3) Barbara Pekala
2017	—	`conf`	General Preference Structure with Uncertainty Data Present by Interval-Valued Fuzzy Relation and Used in Decision Making Model. EUSFLAT/IWIFSGN (3) Barbara Pekala
2017	J	`jnl`	N-Reciprocity Property for Interval-Valued Fuzzy Relations with an Application to Group Decision Making Problems in Social Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Urszula Bentkowska, Barbara Pekala, Humberto Bustince, Javier Fernández, Aranzazu Jurio, Krzysztof Balicki
2017	B	`conf`	Selection of alternatives in decision making problem with uncertainty information by generalized reciprocity. FUZZ-IEEE Barbara Pekala
2016	J	`jnl`	Composition of interval-valued fuzzy relations using aggregation functions. Inf. Sci. Mikel Elkano, José Antonio Sanz, Mikel Galar, Barbara Pekala, Urszula Bentkowska, Humberto Bustince
2016	J	`jnl`	Group Decision Making Problem by General Convexity or Concavity and Aggregation Process. J. Autom. Mob. Robotics Intell. Syst. Barbara Pekala
2016	J	`jnl`	Interval-Valued Atanassov Intuitionistic OWA Aggregations Using Admissible Linear Orders and Their Application to Decision Making. IEEE Trans. Fuzzy Syst. Laura De Miguel, Humberto Bustince, Barbara Pekala, Urszula Bentkowska, Ivanosca A. da Silva, Benjamín R. C. Bedregal, Radko Mesiar, Gustavo Ochoa
2015	J	`jnl`	Decision making with an interval-valued fuzzy preference relation and admissible orders. Appl. Soft Comput. Urszula Bentkowska, Humberto Bustince, Aranzazu Jurio, Miguel Pagola, Barbara Pekala
2015	B	`conf`	Operators on intuitionistic fuzzy relations. FUZZ-IEEE Barbara Pekala, Urszula Bentkowska, Humberto Bustince, Javier Fernández, Mikel Galar
2015	—	`conf`	Semi-properties of Atanassov Intuitionistic Fuzzy Relations. IWIFSGN@FQAS Urszula Bentkowska, Barbara Pekala, Humberto Bustince, Javier Fernández, Edurne Barrenechea
2015	—	`conf`	Similarity Measure Defined from Overlap Function. AGOP Barbara Pekala
2014	—	`conf`	Aggregation Process and Some Generalized Convexity and Concavity. IEEE Conf. on Intelligent Systems (1) Barbara Pekala
2012	—	`conf`	Certain Aspects of Decision Making Model: Intuitionistic Fuzzy Preference Relations. IPMU (2) Barbara Pekala
2012	J	`jnl`	Properties of Atanassov's intuitionistic fuzzy relations and Atanassov's operators. Inf. Sci. Barbara Pekala
2011	—	`conf`	Intuitionistic fuzzy preference relations. EUSFLAT Conf. Urszula Dudziak, Barbara Pekala
2010	J	`jnl`	Equivalent bipolar fuzzy relations. Fuzzy Sets Syst. Urszula Dudziak, Barbara Pekala
2010	—	`conf`	Properties of Interval-Valued Fuzzy Relations, Atanassov's Operators and Decomposable Operations. IPMU (1) Barbara Pekala
2009	—	`conf`	Preservation of Properties of Interval-Valued Fuzzy Relations. IFSA/EUSFLAT Conf. Barbara Pekala
2007	—	`conf`	Operations on Interval Matrices. RSEISP Barbara Pekala
2007	J	`jnl`	Properties of fuzzy relations powers. Kybernetika Józef Drewniak, Barbara Pekala