Pawel Karczmarek

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 58

Top Topics

Face Recognition

Information Granules

Choquet Integral

Top Venues

Publications

Albert Rachwal, Pawel Karczmarek, Alicja Rachwal, Rafal Stegierski
Isolation Forest With Exclusion of Attributes Based on Shapley Index. IEEE Access 12 (2024)
Pawel Karczmarek, Adam Gregosiewicz, Zbigniew A. Lagodowski, Michal Dolecki, Lukasz Galka, Pawel Powroznik, Witold Pedrycz, Kamil Jonak
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral. Fuzzy Sets Syst. 483 (2024)
Lukasz Galka, Pawel Karczmarek
Deterministic attribute selection for isolation forest. Pattern Recognit. 151 (2024)
Adam Kiersztyn, Dariusz Czerwinski, Pawel Karczmarek, Michal Dolecki, Marek Milosz
Modelling the Level of Sunlight by Using Fuzzy Sets. FUZZ (2023)
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering. Inf. Sci. 628 (2023)
Maria Skublewska-Paszkowska, Pawel Karczmarek, Pawel Powroznik, Edyta Lukasik, Jakub Smolka, Michal Dolecki
Aggregation of Tennis Multivariate Time-Series Using the Choquet Integral and Its Generalizations. FUZZ (2023)
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Zbigniew A. Lagodowski, Adam Gregosiewicz, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski, Kamil Jonak
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems. IEEE Access 11 (2023)
Lukasz Galka, Pawel Karczmarek
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules. Appl. Soft Comput. 148 (2023)
Pawel Karczmarek, Lukasz Galka, Adam Kiersztyn, Michal Dolecki, Krystyna Kiersztyn, Witold Pedrycz
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Lukasz Galka, Pawel Karczmarek, Dariusz Czerwinski
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game. ICAISC (1) (2023)
Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection. FUZZ (2023)
Lukasz Galka, Pawel Karczmarek, Mikhail Tokovarov
Isolation Forest Based on Minimal Spanning Tree. IEEE Access 10 (2022)
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Malgorzata Plechawska-Wójcik, Monika Kaczorowska, Mikhail Tokovarov, Dariusz Czerwinski
On the Understanding of Anomalies in the Oculography Data and Their Classification with an Application of Fuzzy Aggregators. FUZZ-IEEE (2022)
Maria Skublewska-Paszkowska, Pawel Powroznik, Pawel Karczmarek, Edyta Lukasik
Aggregation of Tennis Groundstrokes on the Basis of the Choquet Integral and Its Generalizations. FUZZ-IEEE (2022)
Michal Koziara, Pawel Karczmarek
On a Combination of Clustering Methods and Isolation Forest. ICAISC (2) (2022)
Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda, Dariusz Czerwinski
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data. FUZZ-IEEE (2022)
Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn, Rafal Stegierski
Enhanced Tree-Based Anomaly Detection. FUZZ-IEEE (2022)
Pawel Karczmarek, Pawel Powroznik, Maria Skublewska-Paszkowska, Slawomir Przylucki, Edyta Lukasik
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 (2022)
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz
Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules. IEEE Trans. Fuzzy Syst. 30 (8) (2022)
Mikhail Tokovarov, Pawel Karczmarek
A probabilistic generalization of isolation forest. Inf. Sci. 584 (2022)
Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski
Quadrature-Inspired Generalized Choquet Integral. FUZZ-IEEE (2022)
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Rafal Lopucki, Stanislaw M. Grzegórski, Witold Pedrycz
The Concept of Granular Representation of the Information Potential of Variables. FUZZ-IEEE (2021)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Marcin Badurowicz, Dariusz Czerwinski, Jerzy Montusiewicz
K-Medoids Clustering and Fuzzy Sets for Isolation Forest. FUZZ-IEEE (2021)
Adam Kiersztyn, Krystyna Kiersztyn, Pawel Karczmarek, Marek Kaminski, Ignacy Kitowski, Adam Zbyryt, Rafal Lopucki, Grzegorz Pitucha, Witold Pedrycz
Classification of Complex Ecological Objects with the Use of Information Granules. FUZZ-IEEE (2021)
Malgorzata Plechawska-Wójcik, Pawel Karczmarek, Pawel Krukow, Monika Kaczorowska, Mikhail Tokovarov, Kamil Jonak
Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals. Frontiers Neuroinformatics 15 (2021)
Marcin Badurowicz, Pawel Karczmarek, Jerzy Montusiewicz
Fuzzy Extensions of Isolation Forests for Road Anomaly Detection. FUZZ-IEEE (2021)
Michal Walczuk, Pawel Karczmarek
Fuzzy Analytic Hierarchy Process Based on Graphical Components. FUZZ-IEEE (2021)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Dariusz Czerwinski
Fuzzy C-Means-based Isolation Forest. Appl. Soft Comput. 106 (2021)
Adam Kiersztyn, Rafal Lopucki, Krystyna Kiersztyn, Pawel Karczmarek, Pawel Powroznik, Dariusz Czerwinski, Witold Pedrycz
A Comprehensive Analysis of the Impact of Selecting the Training Set Elements on the Correctness of Classification for Highly Variable Ecological Data. FUZZ-IEEE (2021)
Maria Skublewska-Paszkowska, Pawel Karczmarek, Edyta Lukasik
Tennis Multivariate Time Series Clustering. FUZZ-IEEE (2021)
Monika Kaczorowska, Pawel Karczmarek, Malgorzata Plechawska-Wójcik, Mikhail Tokovarov
On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions. Sensors 21 (13) (2021)
Dariusz Czerwinski, Magdalena Czerwinska, Pawel Karczmarek, Adam Kiersztyn
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 (2021)
Dariusz Czerwinski, Adam Kiersztyn, Rafal Lopucki, Pawel Karczmarek, Ignacy Kitowski, Adam Zbyryt
An Application of Fuzzy C-Means, Fuzzy Cognitive Maps, and Fuzzy Rules to Forecasting First Arrival Date of Avian Spring Migrants. FUZZ-IEEE (2020)
Adam Kiersztyn, Pawel Karczmarek, Rafal Lopucki, Witold Pedrycz, Ebru Al, Ignacy Kitowski, Adam Zbyryt
Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques. FUZZ-IEEE (2020)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Ebru Al
K-Means-based isolation forest. Knowl. Based Syst. 195 (2020)
Pawel Karczmarek, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn
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 (2020)
Marcin Badurowicz, Jerzy Montusiewicz, Pawel Karczmarek
Detection of Road Artefacts Using Fuzzy Adaptive Thresholding. FUZZ-IEEE (2020)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
n-ary Isolation Forest: An Experimental Comparative Analysis. ICAISC (2) (2020)
Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn, Witold Pedrycz
The Concept of Detecting and Classifying Anomalies in Large Data Sets on a Basis of Information Granules. FUZZ-IEEE (2020)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
Fuzzy Set-Based Isolation Forest. FUZZ-IEEE (2020)
Adam Kiersztyn, Pawel Karczmarek
Fuzzy Approach for Detection of Anomalies in Time Series. ICAISC (2) (2019)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
Generalizations of Aggregation Functions for Face Recognition. ICAISC (2) (2019)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
Generalized Choquet Integral for Face Recognition. Int. J. Fuzzy Syst. 20 (3) (2018)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
Linguistic Descriptors in Face Recognition. Int. J. Fuzzy Syst. 20 (8) (2018)
Adam Kiersztyn, Pawel Karczmarek, Khrystyna Zhadkovska, Witold Pedrycz
Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge. ICAISC (2) (2018)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features. ICAISC (2) (2018)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
On Some Aspects of an Aggregation Mechanism in Face Recognition Problems. ICAISC (2) (2018)
Dorota Pylak, Pawel Karczmarek, Pawel Wójcik
Approximate Solution of a Singular Integral Equation with a Cauchy Kernel on the Euclidean Plane. Comput. Methods Appl. Math. 18 (4) (2018)
Adam Kiersztyn, Pawel Karczmarek, Witold Pedrycz
Multi-level Aggregation in Face Recognition. ICAISC (1) (2018)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
An Evaluation of Fuzzy Measure for Face Recognition. ICAISC (1) (2017)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
An application of chain code-based local descriptor and its extension to face recognition. Pattern Recognit. 65 (2017)
Pawel Karczmarek, Witold Pedrycz, Adam Kiersztyn, Przemyslaw Rutka
A study in facial features saliency in face recognition: an analytic hierarchy process approach. Soft Comput. 21 (24) (2017)
Adam Kiersztyn, Pawel Karczmarek, Michal Dolecki, Witold Pedrycz
Linguistic descriptors and fuzzy sets in face recognition realized by humans. FUZZ-IEEE (2016)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki
Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans. ICAISC (1) (2016)
Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
Face recognition by humans performed on basis of linguistic descriptors and neural networks. IJCNN (2016)
Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz
Utility functions as aggregation functions in face recognition. SSCI (2016)
Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Przemyslaw Rutka
Chain Code-Based Local Descriptor for Face Recognition. CORES (2015)
Pawel Karczmarek, Adam Kiersztyn, Przemyslaw Rutka, Witold Pedrycz
Linguistic descriptors in face recognition: A literature survey and the perspectives of future development. SPA (2015)
Pawel Karczmarek, Witold Pedrycz, Marek Reformat, Elaheh Akhoundi
A study in facial regions saliency: a fuzzy measure approach. Soft Comput. 18 (2) (2014)
Michail A. Sheshko, Pawel Karczmarek, Dorota Pylak, Pawel Wójcik
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. 67 (8) (2014)
Michal Bereta, Pawel Karczmarek, Witold Pedrycz, Marek Reformat
Local descriptors in application to the aging problem in face recognition. Pattern Recognit. 46 (10) (2013)
Dorota Pylak, Pawel Karczmarek, Michail A. Sheshko
Cauchy-type singular integral equation with constant coefficients on the real line. Appl. Math. Comput. 217 (7) (2010)
Pawel Karczmarek, Dorota Pylak, Michail A. Sheshko
Application of Jacobi polynomials to approximate solution of a singular integral equation with Cauchy kernel. Appl. Math. Comput. 181 (1) (2006)