Pawel Karczmarek

72 papers B 22Journal 31Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Intuitionistic fuzzy-valued Choquet operator: theoretical foundations and application to aggregation tasks.
Appl. Soft Comput.
Michal Boczek, Marek Kaluszka, Pawel Karczmarek, Alicja Zmudzinska, Albert Rachwal, Michal Dolecki
2025 J jnl
Automated Detection of Schizophrenia Based on Retinal Measures and Neurological Soft Signs: Applications of Interpretable Classification Methods and the Choquet Integral Aggregation Function.
IEEE Access
Pawel Krukow, Steven M. Silverstein, Pawel Karczmarek, Adam Domagala, Adam Kiersztyn, Malgorzata Plechawska-Wójcik, María García Gadañón, Kamil Jonak
2025 J jnl
Money Cannot Buy Happiness: Emotions in the IT Industry.
IEEE Trans. Fuzzy Syst.
Adam Kiersztyn, Lukasz Galka, Krystyna Wojciechowska, Krystyna Kiersztyn, Agnieszka Rzepka, Kamil Jonak, Pawel Karczmarek
2025 J jnl
Rough set-inspired isolation forest.
Inf. Sci.
Albert Rachwal, Pawel Karczmarek, Alicja Rachwal
2025 J jnl
Smooth Ordered Weighted Averaging operators.
Inf. Sci.
Alicja Rachwal, Pawel Karczmarek, Albert Rachwal
2024 J jnl
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral.
Fuzzy Sets Syst.
Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak
2024 J jnl
Deterministic attribute selection for isolation forest.
Pattern Recognit.
Lukasz Galka, Pawel Karczmarek
2024 J jnl
Fuzzy C-Means Clustering for Motion Capture Tennis Time-Series Data.
IEEE Access
Maria Skublewska-Paszkowska, Pawel Powroznik, Pawel Karczmarek, Edyta Lukasik, Jakub Smolka
2024 J jnl
Human Behavior Analysis Using Radar Data: A Survey.
IEEE Access
Patrycja Miazek, Alicja Zmudzinska, Pawel Karczmarek, Adam Kiersztyn
2024 — conf
Improving Anomaly Detection Methods Through Attribute Exclusion Using Isolation Forest.
ICAISC (1)
Albert Rachwal, Pawel Karczmarek
2024 J jnl
Isolation Forest With Exclusion of Attributes Based on Shapley Index.
IEEE Access
Albert Rachwal, Pawel Karczmarek, Alicja Rachwal, Rafal Stegierski
2024 — conf
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Drone Engine Failures Detection.
ICAISC (1)
Pawel Karczmarek, Rafal Stegierski, Bartlomiej Ambrozkiewicz, Andrzej Koszewnik, Daniel Oldziej, Arkadiusz Syta, Michal Dolecki, Adam Kiersztyn, Albert Rachwal, Konrad Smolinski, Witold Pedrycz
2023 — conf
Aggregation of Tennis Multivariate Time-Series Using the Choquet Integral and Its Generalizations.
FUZZ
Maria Skublewska-Paszkowska, Pawel Karczmarek, Pawel Powroznik, Edyta Lukasik, Jakub Smolka, Michal Dolecki
2023 — conf
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.
ICAISC (1)
Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski
2023 J jnl
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.
IEEE Trans. Fuzzy Syst.
Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz
2023 J jnl
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.
Inf. Sci.
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
2023 J jnl
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.
Appl. Soft Comput.
Lukasz Galka, Pawel Karczmarek
2023 — conf
Modelling the Level of Sunlight by Using Fuzzy Sets.
FUZZ
Adam Kiersztyn, Dariusz Czerwinski, Pawel Karczmarek, Michal Dolecki, Marek Milosz
2023 J jnl
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.
IEEE Access
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak
2023 — conf
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.
FUZZ
Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
2022 J jnl
A probabilistic generalization of isolation forest.
Inf. Sci.
Mikhail Tokovarov, Pawel Karczmarek
2022 B conf
Aggregation of Tennis Groundstrokes on the Basis of the Choquet Integral and Its Generalizations.
FUZZ-IEEE
Maria Skublewska-Paszkowska, Pawel Powroznik, Pawel Karczmarek, Edyta Lukasik
2022 B conf
Analysis of Sub-Integral Functions in the Aggregation of Classification Results Using Generalizations of the Choquet Integral on the Example of Emotion Classification.
FUZZ-IEEE
Pawel Karczmarek, Pawel Powroznik, Maria Skublewska-Paszkowska, Slawomir Przylucki, Edyta Lukasik
2022 J jnl
Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules.
IEEE Trans. Fuzzy Syst.
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz
2022 B conf
Enhanced Tree-Based Anomaly Detection.
FUZZ-IEEE
Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski
2022 J jnl
Isolation Forest Based on Minimal Spanning Tree.
IEEE Access
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
2022 — conf
On a Combination of Clustering Methods and Isolation Forest.
ICAISC (2)
Michal Koziara, Pawel Karczmarek
2022 B conf
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data.
FUZZ-IEEE
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski
2022 B conf
On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators.
FUZZ-IEEE
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski
2022 B conf
Quadrature-Inspired Generalized Choquet Integral.
FUZZ-IEEE
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
2021 B conf
A Comprehensive Analysis of the Impact of Selecting the Training Set Elements on the Correctness of Classification for Highly Variable Ecological Data.
FUZZ-IEEE
Adam Kiersztyn, Rafal Lopucki, Krystyna Kiersztyn, Pawel Karczmarek, Pawel Powroznik, Dariusz Czerwinski, Witold Pedrycz
2021 B conf
Classification of Complex Ecological Objects with the Use of Information Granules.
FUZZ-IEEE
Adam Kiersztyn, Krystyna Kiersztyn, Pawel Karczmarek, Marek Kaminski, Ignacy Kitowski, Adam Zbyryt, Rafal Lopucki, Grzegorz Pitucha, Witold Pedrycz
2021 B conf
Fuzzy Analytic Hierarchy Process Based on Graphical Components.
FUZZ-IEEE
Michal Walczuk, Pawel Karczmarek
2021 J jnl
Fuzzy C-Means-based Isolation Forest.
Appl. Soft Comput.
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Dariusz Czerwinski
2021 B conf
Fuzzy Extensions of Isolation Forests for Road Anomaly Detection.
FUZZ-IEEE
Marcin Badurowicz, Pawel Karczmarek, Jerzy Montusiewicz
2021 B conf
Influence of the Fuzzy Robust Gamma Rank Correlation, Fuzzy C-Means, and Fuzzy Cognitive Maps to Predict the Z Generation's Acceptance Attitudes Towards Internet Health Information.
FUZZ-IEEE
Dariusz Czerwinski, Magdalena Czerwinska, Pawel Karczmarek, Adam Kiersztyn
2021 B conf
K-Medoids Clustering and Fuzzy Sets for Isolation Forest.
FUZZ-IEEE
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Marcin Badurowicz, Dariusz Czerwinski, Jerzy Montusiewicz
2021 J jnl
On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions.
Sensors
Monika Kaczorowska, Pawel Karczmarek, Malgorzata Plechawska-Wójcik, Mikhail Tokovarov
2021 J jnl
Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals.
Frontiers Neuroinformatics
Malgorzata Plechawska-Wójcik, Pawel Karczmarek, Pawel Krukow, Monika Kaczorowska, Mikhail Tokovarov, Kamil Jonak
2021 B conf
Tennis Multivariate Time Series Clustering.
FUZZ-IEEE
Maria Skublewska-Paszkowska, Pawel Karczmarek, Edyta Lukasik
2021 B conf
The Concept of Granular Representation of the Information Potential of Variables.
FUZZ-IEEE
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Rafal Lopucki, Stanislaw M. Grzegórski, Witold Pedrycz
2020 B conf
An Application of Fuzzy C-Means, Fuzzy Cognitive Maps, and Fuzzy Rules to Forecasting First Arrival Date of Avian Spring Migrants.
FUZZ-IEEE
Dariusz Czerwinski, Adam Kiersztyn, Rafal Lopucki, Pawel Karczmarek, Ignacy Kitowski, Adam Zbyryt
2020 B conf
Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques.
FUZZ-IEEE
Adam Kiersztyn, Pawel Karczmarek, Rafal Lopucki, Witold Pedrycz, Ebru Al, Ignacy Kitowski, Adam Zbyryt
2020 B conf
Detection of Road Artefacts Using Fuzzy Adaptive Thresholding.
FUZZ-IEEE
Marcin Badurowicz, Jerzy Montusiewicz, Pawel Karczmarek
2020 B conf
Fuzzy Set-Based Isolation Forest.
FUZZ-IEEE
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2020 J jnl
K-Means-based isolation forest.
Knowl. Based Syst.
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Ebru Al
2020 B conf
The Assessment of Importance of Selected Issues of Software Engineering, IT Project Management, and Programming Paradigms Based on Graphical AHP and Fuzzy C-Means.
FUZZ-IEEE
Pawel Karczmarek, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn
2020 B conf
The Concept of Detecting and Classifying Anomalies in Large Data Sets on a Basis of Information Granules.
FUZZ-IEEE
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz
2020 — conf
n-ary Isolation Forest: An Experimental Comparative Analysis.
ICAISC (2)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2019 — conf
Fuzzy Approach for Detection of Anomalies in Time Series.
ICAISC (2)
Adam Kiersztyn, Pawel Karczmarek
2019 — conf
Generalizations of Aggregation Functions for Face Recognition.
ICAISC (2)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2018 — conf
An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features.
ICAISC (2)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2018 J jnl
Approximate Solution of a Singular Integral Equation with a Cauchy Kernel on the Euclidean Plane.
Comput. Methods Appl. Math.
Dorota Pylak, Pawel Karczmarek, Pawel Wójcik
2018 — conf
Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge.
ICAISC (2)
Adam Kiersztyn, Pawel Karczmarek, Khrystyna Zhadkovska, Witold Pedrycz
2018 J jnl
Generalized Choquet Integral for Face Recognition.
Int. J. Fuzzy Syst.
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2018 J jnl
Linguistic Descriptors in Face Recognition.
Int. J. Fuzzy Syst.
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
2018 — conf
Multi-level Aggregation in Face Recognition.
ICAISC (1)
Adam Kiersztyn, Pawel Karczmarek, Witold Pedrycz
2018 — conf
On Some Aspects of an Aggregation Mechanism in Face Recognition Problems.
ICAISC (2)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2017 J jnl
A study in facial features saliency in face recognition: an analytic hierarchy process approach.
Soft Comput.
Pawel Karczmarek, Witold Pedrycz, Adam Kiersztyn, Przemyslaw Rutka
2017 — conf
An Evaluation of Fuzzy Measure for Face Recognition.
ICAISC (1)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2017 J jnl
An application of chain code-based local descriptor and its extension to face recognition.
Pattern Recognit.
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
2016 B conf
Face recognition by humans performed on basis of linguistic descriptors and neural networks.
IJCNN
Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2016 — conf
Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans.
ICAISC (1)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
2016 B conf
Linguistic descriptors and fuzzy sets in face recognition realized by humans.
FUZZ-IEEE
Adam Kiersztyn, Pawel Karczmarek, Michal Dolecki, Witold Pedrycz
2016 — conf
Utility functions as aggregation functions in face recognition.
SSCI
Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
2015 — conf
Chain Code-Based Local Descriptor for Face Recognition.
CORES
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Przemyslaw Rutka
2015 — conf
Linguistic descriptors in face recognition: A literature survey and the perspectives of future development.
SPA
Pawel Karczmarek, Adam Kiersztyn, Przemyslaw Rutka, Witold Pedrycz
2014 J jnl
A study in facial regions saliency: a fuzzy measure approach.
Soft Comput.
Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat, Elaheh Akhoundi
2014 J jnl
Application of Faber polynomials to the approximate solution of a generalized boundary value problem of linear conjugation in the theory of analytic functions.
Comput. Math. Appl.
Michail A. Sheshko, Pawel Karczmarek, Dorota Pylak, Pawel Wójcik
2013 J jnl
Local descriptors in application to the aging problem in face recognition.
Pattern Recognit.
Michal Bereta, Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat
2010 J jnl
Cauchy-type singular integral equation with constant coefficients on the real line.
Appl. Math. Comput.
Dorota Pylak, Pawel Karczmarek, Michail A. Sheshko
2006 J jnl
Application of Jacobi polynomials to approximate solution of a singular integral equation with Cauchy kernel.
Appl. Math. Comput.
Pawel Karczmarek, Dorota Pylak, Michail A. Sheshko