Barbara Pekala

58 papers B 14Journal 22Unranked 21
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
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