Monika Kaczorowska

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Publications

Citations

193

H-Index

Active since

2017

Affiliations

Lublin University of Technology(Current)

John Paul II Catholic University of Lublin

Monika Kaczorowska is an author at Lublin University of Technology specializing in electroencephalogram analysis, electroencephalography, and electroencephalogram signal processing.

ORCID

Publications per year

2017–2023

Publications

A Three-Class Classification of Cognitive Workload Based on EEG Spectral Data

Małgorzata Plechawska–Wójcik, Mikhail Tokovarov, Monika Kaczorowska et al. · Applied Sciences · 2019 · 77 citations · Full text

Social Sciences, Neuroscience, Cognitive Neuroscience +16

An analysis of eye-tracking and electroencephalography data for cognitive load measurement during arithmetic tasks

Magdalena Borys, Mikhail Tokovarov, Martyna Wawrzyk et al. · 2017 · 31 citations

Social Sciences, Behavioral Sciences, Psychology +17

Interpretable Machine Learning Models for Three-Way Classification of Cognitive Workload Levels for Eye-Tracking Features

Monika Kaczorowska, Małgorzata Plechawska–Wójcik, Mikhail Tokovarov · Brain Sciences · 2021 · 31 citations · Full text

Computing, Computer Science, Computer Vision +16

The Influence Assessment of Artifact Subspace Reconstruction on the EEG Signal Characteristics

Małgorzata Plechawska–Wójcik, Paweł Augustynowicz, Monika Kaczorowska et al. · Applied Sciences · 2023 · 22 citations · Full text

Engineering, Biomedical Engineering, Neuroscience +16

Comparison of the ICA and PCA methods in correction of EEG signal artefacts

Monika Kaczorowska, Małgorzata Plechawska–Wójcik, Mikhail Tokovarov et al. · 2017 · 19 citations

Life Sciences, Neuroscience, Electrophysiology +16

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