Pawel Karczmarek

Orcid: 0000-0002-6215-297X

According to our database1, Pawel Karczmarek authored at least 66 papers between 2006 and 2025.

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Bibliography

2025
Smooth Ordered Weighted Averaging operators.
Inf. Sci., 2025

2024
Deterministic attribute selection for isolation forest.
Pattern Recognit., 2024

Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral.
Fuzzy Sets Syst., 2024

Fuzzy C-Means Clustering for Motion Capture Tennis Time-Series Data.
IEEE Access, 2024

Isolation Forest With Exclusion of Attributes Based on Shapley Index.
IEEE Access, 2024

Human Behavior Analysis Using Radar Data: A Survey.
IEEE Access, 2024

2023
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules.
Appl. Soft Comput., November, 2023

Effective enhancement of isolation Forest method based on Minimal Spanning tree clustering.
Inf. Sci., May, 2023

Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems.
IEEE Trans. Fuzzy Syst., February, 2023

Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems.
IEEE Access, 2023

Application of Monte Carlo Algorithms with Neural Network-Based Intermediate Area to the Thousand Card Game.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

Aggregation of Tennis Multivariate Time-Series Using the Choquet Integral and Its Generalizations.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Modelling the Level of Sunlight by Using Fuzzy Sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Smooth Quadrature-Inspired Generalized Choquet Integral in an Application to Anomaly Detection.
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.
IEEE Trans. Fuzzy Syst., 2022

A probabilistic generalization of isolation forest.
Inf. Sci., 2022

Isolation Forest Based on Minimal Spanning Tree.
IEEE Access, 2022

On a Combination of Clustering Methods and Isolation Forest.
Proceedings of the Artificial Intelligence and Soft Computing, 2022

Aggregation of Tennis Groundstrokes on the Basis of the Choquet Integral and Its Generalizations.
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.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Enhanced Tree-Based Anomaly Detection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Quadrature-Inspired Generalized Choquet Integral.
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.
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.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions.
Sensors, 2021

Recognition of Electroencephalography-Related Features of Neuronal Network Organization in Patients With Schizophrenia Using the Generalized Choquet Integrals.
Frontiers Neuroinformatics, 2021

Fuzzy C-Means-based Isolation Forest.
Appl. Soft Comput., 2021

Fuzzy Analytic Hierarchy Process Based on Graphical Components.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Tennis Multivariate Time Series Clustering.
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.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

The Concept of Granular Representation of the Information Potential of Variables.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Classification of Complex Ecological Objects with the Use of Information Granules.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

K-Medoids Clustering and Fuzzy Sets for Isolation Forest.
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.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Fuzzy Extensions of Isolation Forests for Road Anomaly Detection.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
K-Means-based isolation forest.
Knowl. Based Syst., 2020

n-ary Isolation Forest: An Experimental Comparative Analysis.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Data Imputation in Related Time Series Using Fuzzy Set-Based Techniques.
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.
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.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Fuzzy Set-Based Isolation Forest.
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.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Detection of Road Artefacts Using Fuzzy Adaptive Thresholding.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Fuzzy Approach for Detection of Anomalies in Time Series.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Generalizations of Aggregation Functions for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018
Linguistic Descriptors in Face Recognition.
Int. J. Fuzzy Syst., 2018

Generalized Choquet Integral for Face Recognition.
Int. J. Fuzzy Syst., 2018

Approximate Solution of a Singular Integral Equation with a Cauchy Kernel on the Euclidean Plane.
Comput. Methods Appl. Math., 2018

Determination of a Matrix of the Dependencies Between Features Based on the Expert Knowledge.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Multi-level Aggregation in Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

On Some Aspects of an Aggregation Mechanism in Face Recognition Problems.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

An Application of Graphic Tools and Analytic Hierarchy Process to the Description of Biometric Features.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
A study in facial features saliency in face recognition: an analytic hierarchy process approach.
Soft Comput., 2017

An application of chain code-based local descriptor and its extension to face recognition.
Pattern Recognit., 2017

An Evaluation of Fuzzy Measure for Face Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016
Utility functions as aggregation functions in face recognition.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Face recognition by humans performed on basis of linguistic descriptors and neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Linguistic Descriptors and Analytic Hierarchy Process in Face Recognition Realized by Humans.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Linguistic descriptors and fuzzy sets in face recognition realized by humans.
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.
Proceedings of the Signal Processing: Algorithms, 2015

Chain Code-Based Local Descriptor for Face Recognition.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2014
A study in facial regions saliency: a fuzzy measure approach.
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.
Comput. Math. Appl., 2014

2013
Local descriptors in application to the aging problem in face recognition.
Pattern Recognit., 2013

2010
Cauchy-type singular integral equation with constant coefficients on the real line.
Appl. Math. Comput., 2010

2006
Application of Jacobi polynomials to approximate solution of a singular integral equation with Cauchy kernel.
Appl. Math. Comput., 2006


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