Concepedia

Paweł Karczmarek

PK

20

Publications

752

Citations

15

H-Index

2006

Active since

Affiliations

University of Alberta(Current)

Systems Research Institute

John Paul II Catholic University of Lublin

Polish Academy of Sciences

King Abdulaziz University

Paweł Karczmarek is an author at University of Alberta specializing in engineering, pattern recognition, and data mining.

Top concepts

EngineeringPattern RecognitionData ScienceData MiningImage AnalysisComputer ScienceBiometricsComputer VisionFuzzy LogicMachine Learning

Publications per year

2006–2022

20

Publications

20

K-Means-based isolation forest

Paweł Karczmarek, Adam Kiersztyn, Witold Pedrycz et al. · Knowledge-Based Systems · 2020 · 168 citations · Full text

Cluster Computing, Isolation Forest, Anomaly Detection +13

Local descriptors in application to the aging problem in face recognition

Michał Bereta, Paweł Karczmarek, Witold Pedrycz et al. · Pattern Recognition · 2013 · 73 citations

Face Detection, Facial Recognition System, Machine Vision +10

A probabilistic generalization of isolation forest

Mikhail Tokovarov, Paweł Karczmarek · Information Sciences · 2021 · 66 citations · Full text

Cluster Computing, Anomaly Detection, Machine Learning +16

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

Paweł Karczmarek, Adam Kiersztyn, Witold Pedrycz et al. · Pattern Recognition · 2016 · 57 citations

Face Detection, Facial Recognition System, Machine Vision +9

Fuzzy C-Means-based Isolation Forest

Paweł Karczmarek, Adam Kiersztyn, Witold Pedrycz et al. · Applied Soft Computing · 2021 · 48 citations

Fuzzy Logic, Engineering, Fuzzy Computing +7

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