Pawel Karczmarek

According to our database, Pawel Karczmarek authored at least 60 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.

Lukasz Galka, Pawel Karczmarek

Appl. Soft Comput., November, 2023

Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.

Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov

Inf. Sci., May, 2023

Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.

Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz

IEEE Trans. Fuzzy Syst., February, 2023

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.

Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak

IEEE Access, 2023

Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.

Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Aggregation of Tennis Multivariate Time-Series Using the Choquet Integral and Its Generalizations.

Maria Skublewska-Paszkowska, Pawel Karczmarek, Pawel Powroznik, Edyta Lukasik, Jakub Smolka, Michal Dolecki

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Modelling the Level of Sunlight by Using Fuzzy Sets.

Adam Kiersztyn, Dariusz Czerwinski, Pawel Karczmarek, Michal Dolecki, Marek Milosz

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.

Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules.

Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz

IEEE Trans. Fuzzy Syst., 2022

A probabilistic generalization of isolation forest.

Mikhail Tokovarov, Pawel Karczmarek

Inf. Sci., 2022

Isolation Forest Based on Minimal Spanning Tree.

Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov

IEEE Access, 2022

On a Combination of Clustering Methods and Isolation Forest.

Michal Koziara, Pawel Karczmarek

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Aggregation of Tennis Groundstrokes on the Basis of the Choquet Integral and Its Generalizations.

Maria Skublewska-Paszkowska, Pawel Powroznik, Pawel Karczmarek, Edyta Lukasik

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Analysis of Sub-Integral Functions in the Aggregation of Classification Results Using Generalizations of the Choquet Integral on the Example of Emotion Classification.

Pawel Karczmarek, Pawel Powroznik, Maria Skublewska-Paszkowska, Slawomir Przylucki, Edyta Lukasik

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Enhanced Tree-Based Anomaly Detection.

Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quadrature-Inspired Generalized Choquet Integral.

Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data.

Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators.

Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions.

Monika Kaczorowska, Pawel Karczmarek, Malgorzata Plechawska-Wójcik, Mikhail Tokovarov

Sensors, 2021

Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals.

Malgorzata Plechawska-Wójcik, Pawel Karczmarek, Pawel Krukow, Monika Kaczorowska, Mikhail Tokovarov, Kamil Jonak

Frontiers Neuroinformatics, 2021

Fuzzy C-Means-based Isolation Forest.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Dariusz Czerwinski

Appl. Soft Comput., 2021

Fuzzy Analytic Hierarchy Process Based on Graphical Components.

Michal Walczuk, Pawel Karczmarek

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Tennis Multivariate Time Series Clustering.

Maria Skublewska-Paszkowska, Pawel Karczmarek, Edyta Lukasik

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Comprehensive Analysis of the Impact of Selecting the Training Set Elements on the Correctness of Classification for Highly Variable Ecological Data.

Adam Kiersztyn, Rafal Lopucki, Krystyna Kiersztyn, Pawel Karczmarek, Pawel Powroznik, Dariusz Czerwinski, Witold Pedrycz

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

The Concept of Granular Representation of the Information Potential of Variables.

Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Rafal Lopucki, Stanislaw M. Grzegórski, Witold Pedrycz

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Classification of Complex Ecological Objects with the Use of Information Granules.

Adam Kiersztyn, Krystyna Kiersztyn, Pawel Karczmarek, Marek Kaminski, Ignacy Kitowski, Adam Zbyryt, Rafal Lopucki, Grzegorz Pitucha, Witold Pedrycz

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

K-Medoids Clustering and Fuzzy Sets for Isolation Forest.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Marcin Badurowicz, Dariusz Czerwinski, Jerzy Montusiewicz

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

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.

Dariusz Czerwinski, Magdalena Czerwinska, Pawel Karczmarek, Adam Kiersztyn

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Fuzzy Extensions of Isolation Forests for Road Anomaly Detection.

Marcin Badurowicz, Pawel Karczmarek, Jerzy Montusiewicz

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

K-Means-based isolation forest.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Ebru Al

Knowl. Based Syst., 2020

n-ary Isolation Forest: An Experimental Comparative Analysis.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques.

Adam Kiersztyn, Pawel Karczmarek, Rafal Lopucki, Witold Pedrycz, Ebru Al, Ignacy Kitowski, Adam Zbyryt

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

The Concept of Detecting and Classifying Anomalies in Large Data Sets on a Basis of Information Granules.

Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

The Assessment of Importance of Selected Issues of Software Engineering, IT Project Management, and Programming Paradigms Based on Graphical AHP and Fuzzy C-Means.

Pawel Karczmarek, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Fuzzy Set-Based Isolation Forest.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Application of Fuzzy C-Means, Fuzzy Cognitive Maps, and Fuzzy Rules to Forecasting First Arrival Date of Avian Spring Migrants.

Dariusz Czerwinski, Adam Kiersztyn, Rafal Lopucki, Pawel Karczmarek, Ignacy Kitowski, Adam Zbyryt

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Detection of Road Artefacts Using Fuzzy Adaptive Thresholding.

Marcin Badurowicz, Jerzy Montusiewicz, Pawel Karczmarek

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

Fuzzy Approach for Detection of Anomalies in Time Series.

Adam Kiersztyn, Pawel Karczmarek

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Generalizations of Aggregation Functions for Face Recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Linguistic Descriptors in Face Recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki

Int. J. Fuzzy Syst., 2018

Generalized Choquet Integral for Face Recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Int. J. Fuzzy Syst., 2018

Approximate Solution of a Singular Integral Equation with a Cauchy Kernel on the Euclidean Plane.

Dorota Pylak, Pawel Karczmarek, Pawel Wójcik

Comput. Methods Appl. Math., 2018

Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge.

Adam Kiersztyn, Pawel Karczmarek, Khrystyna Zhadkovska, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-level Aggregation in Face Recognition.

Adam Kiersztyn, Pawel Karczmarek, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2018

On Some Aspects of an Aggregation Mechanism in Face Recognition Problems.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2018

An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

A study in facial features saliency in face recognition: an analytic hierarchy process approach.

Pawel Karczmarek, Witold Pedrycz, Adam Kiersztyn, Przemyslaw Rutka

Soft Comput., 2017

An application of chain code-based local descriptor and its extension to face recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki

Pattern Recognit., 2017

An Evaluation of Fuzzy Measure for Face Recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Utility functions as aggregation functions in face recognition.

Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Face recognition by humans performed on basis of linguistic descriptors and neural networks.

Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Linguistic descriptors and fuzzy sets in face recognition realized by humans.

Adam Kiersztyn, Pawel Karczmarek, Michal Dolecki, Witold Pedrycz

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015

Linguistic descriptors in face recognition: A literature survey and the perspectives of future development.

Pawel Karczmarek, Adam Kiersztyn, Przemyslaw Rutka, Witold Pedrycz

Proceedings of the Signal Processing: Algorithms, 2015

Chain Code-Based Local Descriptor for Face Recognition.

Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Przemyslaw Rutka

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014

A study in facial regions saliency: a fuzzy measure approach.

Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat, Elaheh Akhoundi

Soft Comput., 2014

Application of Faber polynomials to the approximate solution of a generalized boundary value problem of linear conjugation in the theory of analytic functions.

Michail A. Sheshko, Pawel Karczmarek, Dorota Pylak, Pawel Wójcik

Comput. Math. Appl., 2014

2013

Local descriptors in application to the aging problem in face recognition.

Michal Bereta, Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat

Pattern Recognit., 2013

2010

Cauchy-type singular integral equation with constant coefficients on the real line.

Dorota Pylak, Pawel Karczmarek, Michail A. Sheshko

Appl. Math. Comput., 2010

2006

Application of Jacobi polynomials to approximate solution of a singular integral equation with Cauchy kernel.

Pawel Karczmarek, Dorota Pylak, Michail A. Sheshko

Appl. Math. Comput., 2006