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Paweł Karczmarek

Lublin University of Technology

15H-index
99Paper Count
1.0KCitation Count
Published Papers 27
Publication Date
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Real-time UAV motor fault detection with dual MFC piezoelectric sensors using feature-based and raw-data deep models
errMeasurement
IF5.6
err2026-01-20
err0
PREAI
errRafał Stȩgierski; Bartłomiej Ambrożkiewicz; Arkadiusz Syta; Daniel Ołdziej; Andrzej Koszewnik; Leszek Ambroziak; Paweł Dzienis; Paweł Karczmarek; Adam Kiersztyn; Michał Dolecki; Konrad Smoliński; Alicja Żmudzińska
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Smooth ordered weighted averaging in federated learning: A Newton-Cotes quadrature-inspired aggregation framework
errAdvances in Science and Technology-Research Journal
IF1.3
err2026-01-01
err0
errOAAI
errRachwal, Alicja; Rachwal, Albert; Karczmarek, Pawel
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Classification of time series using information granules for efficient detection of unmanned aerial vehicles faults
errScientific Reports
IF3.9
err2025-12-16
err0
errOAAI
errAdam Kiersztyn; Paweł Karczmarek; Rafał Stegierski; Arkadiusz Syta; Bartłomiej Ambrożkiewicz; Kamil Jonak; Andrzej Koszewnik; Daniel Ołdziej; Paweł Dzienis; Kristina Bazienė; Justinas Gargasas; Patrycja Miazek; Konrad Smoliński
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On the improvement of schizophrenia detection with optical coherence tomography data using deep neural networks and aggregation functions
errSCIENTIFIC REPORTS
IF3.9
err2024-12-30
err0
errOAAI
errKarczmarek, Pawel; Plechawska-Wojcik, Malgorzata; Kiersztyn, Adam; Domagala, Adam; Wolinska, Agnieszka; Silverstein, Steven M.; Jonak, Kamil; Krukow, Pawel
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Deterministic attribute selection for isolation forest
errPATTERN RECOGNITION
IF7.6
err2024-07-01
err0
PREAI
errGalka, Lukasz; Karczmarek, Pawel
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Analysis of smooth and enhanced smooth quadrature-inspired generalized Choquet integral
errFUZZY SETS AND SYSTEMS
IF2.7
err2024-05-01
err2
PREAI
errKarczmarek, Pawel; Gregosiewicz, Adam; Lagodowski, Zbigniew A.; Dolecki, Michal; Galka, Lukasz; Powroznik, Pawel; Pedrycz, Witold; Jonak, Kamil
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Fuzzy C-Means Clustering for Motion Capture Tennis Time-Series Data
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errSkublewska-Paszkowska, Maria; Powroznik, Pawel; Karczmarek, Pawel; Lukasik, Edyta; Smolka, Jakub
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Human Behavior Analysis Using Radar Data: A Survey
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errMiazek, Patrycja; Zmudzinska, Alicja; Karczmarek, Pawel; Kiersztyn, Adam
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errSave
Isolation Forest With Exclusion of Attributes Based on Shapley Index
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errRachwal, Albert; Karczmarek, Pawel; Rachwal, Alicja; Stegierski, Rafal
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errSave
Minimal spanning tree-based isolation forest with anomaly score function built on the basis of fuzzy rules
errAPPLIED SOFT COMPUTING
IF6.6
err2023-11-01
err2
PREAI
errGalka, Lukasz; Karczmarek, Pawel
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Choquet Integral-Based Aggregation for the Analysis of Anomalies Occurrence in Sustainable Transportation Systems
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2023-02-01
err5
PREAI
errKarczmarek, Pawel; Galka, Lukasz; Kiersztyn, Adam; Dolecki, Michal; Kiersztyn, Krystyna; Pedrycz, Witold
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errSave
Quadrature-Inspired Generalized Choquet Integral in an Application to Classification Problems
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errKarczmarek, Pawel; Dolecki, Micha; Powroznik, Pawel; Lagodowski, Zbigniew A.; Gregosiewicz, Adam; Galka, Lukasz; Pedrycz, Witold; Czerwinski, Dariusz; Jonak, Kamil
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Detection and Classification of Anomalies in Large Datasets on the Basis of Information Granules
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2022-08-01
err13
PREAI
errKiersztyn, Adam; Karczmarek, Pawel; Kiersztyn, Krystyna; Pedrycz, Witold
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errSave
Isolation Forest Based on Minimal Spanning Tree
errIEEE ACCESS
IF3.6
err2022-01-01
err12
errOAAI
errGalka, Lukasz; Karczmarek, Pawel; Tokovarov, Mikhail
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errSave
On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions
errSENSORS
IF3.5
err2021-07-02
err5
errOAAI
errKaczorowska, Monika; Karczmarek, Pawel; Plechawska-Wojcik, Malgorzata; Tokovarov, Mikhail
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errSave
Fuzzy C-Means-based Isolation Forest
errAPPLIED SOFT COMPUTING
IF6.6
err2021-07-01
err24
PREAI
errKarczmarek, Pawel; Kiersztyn, Adam; Pedrycz, Witold; Czerwinski, Dariusz
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errSave
Fuzzy Analytic Hierarchy Process in a Graphical Approach
errGROUP DECISION AND NEGOTIATION
IF2.5
err2021-01-04
err17
PREAI
errKarczmarek, Pawel; Pedrycz, Witold; Kiersztyn, Adam
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errSave
K-Means-based isolation forest
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-05-01
err96
errOAAI
errKarczmarek, Pawet; Kiersztyn, Adam; Pedrycz, Witold; Al, Ebru
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errSave
Linguistic Descriptors in Face Recognition
errINTERNATIONAL JOURNAL OF FUZZY SYSTEMS
IF3.6
err2018-08-09
err7
errOAAI
errKarczmarek, Pawel; Kiersztyn, Adam; Pedrycz, Witold; Dolecki, Michal
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errSave
Generalized Choquet Integral for Face Recognition
errINTERNATIONAL JOURNAL OF FUZZY SYSTEMS
IF3.6
err2017-08-10
err35
errOAAI
errKarczmarek, Pawel; Kiersztyn, Adam; Pedrycz, Witold
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Research Directions

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Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
S
Steven M. Silverstein
H-index: 64 · Papers: 492
M
Marek Reformat
H-index: 29 · Papers: 254
A
Agnieszka Wolińska
H-index: 28 · Papers: 118
A
Arkadiusz Syta
H-index: 20 · Papers: 78
View more