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Pawel Karczmarek
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2020 – today
- 2025
- [j27]Alicja Rachwal
, Pawel Karczmarek
Smooth Ordered Weighted Averaging operators. Inf. Sci. 686: 121343 (2025) - 2024
- [j26]Albert Rachwal
Isolation Forest With Exclusion of Attributes Based on Shapley Index. IEEE Access 12: 101797-101813 (2024) - [j25]Maria Skublewska-Paszkowska
Fuzzy C-Means Clustering for Motion Capture Tennis Time-Series Data. IEEE Access 12: 150975-150996 (2024) - [j24]Patrycja Miazek, Alicja Zmudzinska
Human Behavior Analysis Using Radar Data: A Survey. IEEE Access 12: 153188-153202 (2024) - [j23]Pawel Karczmarek
Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral. Fuzzy Sets Syst. 483: 108926 (2024) - [j22]Lukasz Galka
Deterministic attribute selection for isolation forest. Pattern Recognit. 151: 110395 (2024) - 2023
- [j21]Pawel Karczmarek
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems. IEEE Access 11: 124676-124689 (2023) - [j20]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: 110935 (2023) - [j19]Lukasz Galka
Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering. Inf. Sci. 628: 320-338 (2023) - [j18]Pawel Karczmarek
Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems. IEEE Trans. Fuzzy Syst. 31(2): 536-546 (2023) - [c39]Pawel Karczmarek, Michal Dolecki, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection. FUZZ 2023: 1-8 - [c38]Adam Kiersztyn
Modelling the Level of Sunlight by Using Fuzzy Sets. FUZZ 2023: 1-6 - [c37]Maria Skublewska-Paszkowska, Pawel Karczmarek, Pawel Powroznik
Aggregation of Tennis Multivariate Time-Series Using the Choquet Integral and Its Generalizations. FUZZ 2023: 1-6 - [c36]Lukasz Galka
Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game. ICAISC (1) 2023: 68-77 - 2022
- [j17]Lukasz Galka
Isolation Forest Based on Minimal Spanning Tree. IEEE Access 10: 74175-74186 (2022) - [j16]Mikhail Tokovarov, Pawel Karczmarek:
A probabilistic generalization of isolation forest. Inf. Sci. 584: 433-449 (2022) - [j15]Adam Kiersztyn
Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules. IEEE Trans. Fuzzy Syst. 30(8): 2850-2860 (2022) - [c35]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: 1-6 - [c34]Michal Dolecki, Pawel Karczmarek, Lukasz Galka, Magdalena Zawadka, Jakub Smolka, Maria Skublewska-Paszkowska, Edyta Lukasik, Pawel Powroznik, Piotr Gawda
On the Detection of Anomalies with the Use of Choquet Integral and Their Interpretability in Motion Capture Data. FUZZ-IEEE 2022: 1-9 - [c33]Pawel Karczmarek, Michal Dolecki, Pawel Powroznik, Lukasz Galka, Witold Pedrycz, Dariusz Czerwinski:
Quadrature-Inspired Generalized Choquet Integral. FUZZ-IEEE 2022: 1-7 - [c32]Pawel Karczmarek, Lukasz Galka, Michal Dolecki, Witold Pedrycz, Dariusz Czerwinski, Adam Kiersztyn
Enhanced Tree-Based Anomaly Detection. FUZZ-IEEE 2022: 1-7 - [c31]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: 1-8 - [c30]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: 1-8 - [c29]Michal Koziara
On a Combination of Clustering Methods and Isolation Forest. ICAISC (2) 2022: 114-126 - 2021
- [j14]Pawel Karczmarek, Adam Kiersztyn
Fuzzy C-Means-based Isolation Forest. Appl. Soft Comput. 106: 107354 (2021) - [j13]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: 744355 (2021) - [j12]Monika Kaczorowska
On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions. Sensors 21(13): 4542 (2021) - [c28]Marcin Badurowicz, Pawel Karczmarek, Jerzy Montusiewicz:
Fuzzy Extensions of Isolation Forests for Road Anomaly Detection. FUZZ-IEEE 2021: 1-6 - [c27]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: 1-6 - [c26]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Marcin Badurowicz, Dariusz Czerwinski, Jerzy Montusiewicz:
K-Medoids Clustering and Fuzzy Sets for Isolation Forest. FUZZ-IEEE 2021: 1-8 - [c25]Adam Kiersztyn, Krystyna Kiersztyn
Classification of Complex Ecological Objects with the Use of Information Granules. FUZZ-IEEE 2021: 1-6 - [c24]Adam Kiersztyn
The Concept of Granular Representation of the Information Potential of Variables. FUZZ-IEEE 2021: 1-6 - [c23]Adam Kiersztyn, Rafal Lopucki
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: 1-6 - [c22]Maria Skublewska-Paszkowska, Pawel Karczmarek, Edyta Lukasik:
Tennis Multivariate Time Series Clustering. FUZZ-IEEE 2021: 1-6 - [c21]Michal Walczuk, Pawel Karczmarek:
Fuzzy Analytic Hierarchy Process Based on Graphical Components. FUZZ-IEEE 2021: 1-7 - 2020
- [j11]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Ebru Al:
K-Means-based isolation forest. Knowl. Based Syst. 195: 105659 (2020) - [c20]Marcin Badurowicz, Jerzy Montusiewicz, Pawel Karczmarek
Detection of Road Artefacts Using Fuzzy Adaptive Thresholding. FUZZ-IEEE 2020: 1-8 - [c19]Dariusz Czerwinski, Adam Kiersztyn, Rafal Lopucki
An Application of Fuzzy C-Means, Fuzzy Cognitive Maps, and Fuzzy Rules to Forecasting First Arrival Date of Avian Spring Migrants. FUZZ-IEEE 2020: 1-6 - [c18]Pawel Karczmarek
Fuzzy Set-Based Isolation Forest. FUZZ-IEEE 2020: 1-6 - [c17]Pawel Karczmarek
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: 1-7 - [c16]Adam Kiersztyn, Pawel Karczmarek, Krystyna Kiersztyn
The Concept of Detecting and Classifying Anomalies in Large Data Sets on a Basis of Information Granules. FUZZ-IEEE 2020: 1-7 - [c15]Adam Kiersztyn, Pawel Karczmarek, Rafal Lopucki
Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques. FUZZ-IEEE 2020: 1-8 - [c14]Pawel Karczmarek
n-ary Isolation Forest: An Experimental Comparative Analysis. ICAISC (2) 2020: 188-198
2010 – 2019
- 2019
- [c13]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
Generalizations of Aggregation Functions for Face Recognition. ICAISC (2) 2019: 182-192 - [c12]Adam Kiersztyn, Pawel Karczmarek:
Fuzzy Approach for Detection of Anomalies in Time Series. ICAISC (2) 2019: 397-406 - 2018
- [j10]Dorota Pylak, Pawel Karczmarek
Approximate Solution of a Singular Integral Equation with a Cauchy Kernel on the Euclidean Plane. Comput. Methods Appl. Math. 18(4): 741-752 (2018) - [j9]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
Generalized Choquet Integral for Face Recognition. Int. J. Fuzzy Syst. 20(3): 1047-1055 (2018) - [j8]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki:
Linguistic Descriptors in Face Recognition. Int. J. Fuzzy Syst. 20(8): 2668-2676 (2018) - [c11]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features. ICAISC (2) 2018: 137-147 - [c10]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
On Some Aspects of an Aggregation Mechanism in Face Recognition Problems. ICAISC (2) 2018: 148-156 - [c9]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: 570-578 - [c8]Adam Kiersztyn, Pawel Karczmarek, Witold Pedrycz:
Multi-level Aggregation in Face Recognition. ICAISC (1) 2018: 645-656 - 2017
- [j7]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: 26-34 (2017) - [j6]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): 7503-7517 (2017) - [c7]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
An Evaluation of Fuzzy Measure for Face Recognition. ICAISC (1) 2017: 668-676 - 2016
- [c6]Adam Kiersztyn, Pawel Karczmarek, Michal Dolecki, Witold Pedrycz:
Linguistic descriptors and fuzzy sets in face recognition realized by humans. FUZZ-IEEE 2016: 1120-1126 - [c5]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Michal Dolecki:
Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans. ICAISC (1) 2016: 584-596 - [c4]Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
Face recognition by humans performed on basis of linguistic descriptors and neural networks. IJCNN 2016: 5135-5140 - [c3]Michal Dolecki, Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz:
Utility functions as aggregation functions in face recognition. SSCI 2016: 1-6 - 2015
- [c2]Pawel Karczmarek, Adam Kiersztyn, Witold Pedrycz, Przemyslaw Rutka
Chain Code-Based Local Descriptor for Face Recognition. CORES 2015: 307-316 - [c1]Pawel Karczmarek, Adam Kiersztyn, Przemyslaw Rutka
Linguistic descriptors in face recognition: A literature survey and the perspectives of future development. SPA 2015: 98-103 - 2014
- [j5]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): 1474-1481 (2014) - [j4]Pawel Karczmarek, Witold Pedrycz, Marek Z. Reformat
A study in facial regions saliency: a fuzzy measure approach. Soft Comput. 18(2): 379-391 (2014) - 2013
- [j3]Michal Bereta
Local descriptors in application to the aging problem in face recognition. Pattern Recognit. 46(10): 2634-2646 (2013) - 2010
- [j2]Dorota Pylak, Pawel Karczmarek, Michail A. Sheshko:
Cauchy-type singular integral equation with constant coefficients on the real line. Appl. Math. Comput. 217(7): 2977-2988 (2010)
2000 – 2009
- 2006
- [j1]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): 694-707 (2006)
Coauthor Index
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