Barbara Pekala

Barbara Pekala

Uniwersytet Rzeszowski

H-index: 14

Europe-Poland

About Barbara Pekala

Barbara Pekala, With an exceptional h-index of 14 and a recent h-index of 11 (since 2020), a distinguished researcher at Uniwersytet Rzeszowski, specializes in the field of fuzzy sets, decision making problem, interval-valued fuzzy relations, intuitionistic fuzzy relations.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fuzzy and rough approach to the problem of missing data in fall detection system

Python library for interval-valued fuzzy inference

A Hybrid Fuzzy-Rough Approach to Handling Missing Data in a Fall Detection System

Early detection of the risk of depressive episodes using a proprietary diagnostic test by new epistemic similarity measures

The Sugeno integral used for federated learning with uncertainty for unbalanced data

Federated similarity-based learning with incomplete data

A new look at the entropy of interval-valued fuzzy sets - theory and applications

Federated learning with uncertainty in medical problems

Barbara Pekala Information

University

Position

Associate Professor Phd D.Sc.

Citations(all)

553

Citations(since 2020)

425

Cited By

280

hIndex(all)

14

hIndex(since 2020)

11

i10Index(all)

19

i10Index(since 2020)

14

Email

University Profile Page

Uniwersytet Rzeszowski

Google Scholar

View Google Scholar Profile

Barbara Pekala Skills & Research Interests

fuzzy sets

decision making problem

interval-valued fuzzy relations

intuitionistic fuzzy relations

Top articles of Barbara Pekala

Title

Journal

Author(s)

Publication Date

Fuzzy and rough approach to the problem of missing data in fall detection system

Fuzzy Sets and Systems

Teresa Mroczek

Dorota Gil

Barbara Pękala

2024/3/15

Python library for interval-valued fuzzy inference

SoftwareX

Krzysztof Dyczkowski

Piotr Grochowalski

Dawid Kosior

Dorota Gil

Wojciech Kozioł

...

2024/5/1

A Hybrid Fuzzy-Rough Approach to Handling Missing Data in a Fall Detection System

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Teresa Mroczek

Dorota Gil

Barbara Pękala

2023

Early detection of the risk of depressive episodes using a proprietary diagnostic test by new epistemic similarity measures

Applied Soft Computing

Barbara Pękala

Katarzyna Garwol

Janusz Czuma

Dawid Kosior

Lech Zarȩba

...

2023/11/1

The Sugeno integral used for federated learning with uncertainty for unbalanced data

Anna Wilbik

Barbara Pękala

Jarosław Szkoła

Krzysztof Dyczkowski

2023/8/13

Federated similarity-based learning with incomplete data

Barbara Pekala

Jaroslaw Szkola

Krzysztof Dyczkowski

Anna Wilbik

2023/8/13

A new look at the entropy of interval-valued fuzzy sets - theory and applications

Przemysław Grzegorzewski

Barbara Pękala

Krzysztof Dyczkowski

Dawid Kosior

2023/8/13

Federated learning with uncertainty in medical problems

Book of Abstracts of The Sixteenth International Conference

Barbara PĘKALA

Krzysztof DYCZKOWSKI

Anna WILBIK

Jarosław SZKOŁA

Humberto1d BUSTINCE

...

2022/1/30

Influence of Interval-Valued Measures on Classification Methods with Missing Values

Dawid Kosior

Barbara Pękala

2022

A comparison of client weighting schemes in federated learning

Anna Wilbik

Barbara Pȩkala

Krzysztof Dyczkowski

Jarosław Szkoła

2022/10/13

Federated learning with uncertainty on the example of a medical data

Krzysztof Dyczkowski

Barbara Pękala

Jarosław Szkoła

Anna Wilbik

2022/7/18

Selection of relevant features based on optimistic and pessimistic similarities measures of interval-valued fuzzy sets

Barbara Pękala

Krzysztof Dyczkowski

Jarosław Szkoła

Dawid Kosior

2022/7/4

Application of fuzzy and rough logic to posture recognition in fall detection system

Sensors

Barbara Pȩkala

Teresa Mroczek

Dorota Gil

Michal Kepski

2022/2/18

Classification of uncertain data with a selection of relevant features based on similarities measures of Interval-Valued Fuzzy Sets

Barbara Pekala

Krzysztof Dyczkowski

Jarosław Szkoła

Dawid Kosior

2021/7/11

Interval‐valued equivalence measures respecting uncertainty in image processing

International Journal of Intelligent Systems

Barbara Pȩkala

Urszula Bentkowska

Dawid Kosior

Zdenko Takáč

Aitor Castillo

...

2021/6

Inclusion and similarity measures for interval-valued fuzzy sets based on aggregation and uncertainty assessment

Information Sciences

Barbara Pękala

Krzysztof Dyczkowski

Przemysław Grzegorzewski

Urszula Bentkowska

2021/2/8

Application of the Fuzzy Logic to Evaluation and Selection of Attribute Ranges in Machine Learning

Wiesław Paja

Krzysztof Pancerz

Barbara Pękala

Jaromir Sarzyński

2021/7/11

New transitivity of Atanassov’s intuitionistic fuzzy sets in a decision making model

International Journal of Applied Mathematics and Computer Science

Barbara Pękala

Piotr Grochowalski

Eulalia Szmidt

2021

Preference and weak interval-valued operator in decision making problem

Barbara Pękala

Paweł Drygaś

Maksymilian Knap

Dorota Gil

Bogdan Kwiatkowski

2021/7/11

New Type of Equivalence Measure for Atanassov Intuitionistic Fuzzy Setting

Barbara Pȩkala

Urszula Bentkowska

Humberto Bustince

Javier Fernandez

Julio Lafuente

2021

See List of Professors in Barbara Pekala University(Uniwersytet Rzeszowski)

Co-Authors

H-index: 21
Anna Wilbik

Anna Wilbik

Universiteit Maastricht

H-index: 19
Paweł Drygaś

Paweł Drygaś

Uniwersytet Rzeszowski

H-index: 15
Krzysztof Dyczkowski

Krzysztof Dyczkowski

Uniwersytet im. Adama Mickiewicza w Poznaniu

H-index: 15
Urszula Bentkowska (Dudziak)

Urszula Bentkowska (Dudziak)

Uniwersytet Rzeszowski

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