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J

Joanna Komorniczak

Wroclaw University of Science and Technology

5H-index
28Paper Count
98Citation Count
Published Papers 10
Publication Date
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Describing nonstationary data streams in the frequency domain
errNeurocomputing
IF6.5
err2025-11-21
err0
PREAI
errJoanna Komorniczak
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Structuring the processing frameworks for data stream evaluation and application
errPattern Recognition
IF7.6
err2025-09-28
err0
errOAAI
errJoanna Komorniczak; Paweł Ksieniewicz; Paweł Zyblewski
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errSave
Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case
errNEUROCOMPUTING
IF6.5
err2024-12-01
err0
errOAAI
errKozik, Rafal; Katek, Gracjan; Gackowska, Marta; Kula, Sebastian; Komorniczak, Joanna; Ksieniewicz, Pawel; Pawlicka, Aleksandra; Pawlicki, Marek; Choras, Michal
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On metafeatures' ability of implicit concept identification
errMACHINE LEARNING
IF2.9
err2024-09-18
err0
errOAAI
errKomorniczak, Joanna; Ksieniewicz, Pawel
errShare
errSave
Distance profile layer for binary classification and density estimation
errNEUROCOMPUTING
IF6.5
err2024-04-01
err2
PREAI
errKomorniczak, Joanna; Ksieniewicz, Pawel
errShare
errSave
Certainty-Based Neural Network Architecture Selection Framework for TinyML Systems
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errKomorniczak, Joanna; Puslecki, Tobiasz; Ksieniewicz, Pawel; Walkowiak, Krzysztof
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errSave
torchosr - A PyTorch extension package for Open Set Recognition models evaluation in Python
errNEUROCOMPUTING
IF6.5
err2024-01-01
err1
errOAAI
errKomorniczak, Joanna; Ksieniewicz, Pawel
errShare
errSave
Complexity-based drift detection for nonstationary data streams
errNEUROCOMPUTING
IF6.5
err2023-10-01
err1
errOAAI
errKomorniczak, Joanna; Ksieniewicz, Pawel
errShare
errSave
problexity-An open-source Python library for supervised learning problem complexity assessment
errNEUROCOMPUTING
IF6.5
err2023-02-01
err5
PREAI
errKomorniczak, Joanna; Ksieniewicz, Pawel
errShare
errSave
Statistical Drift Detection Ensemble for batch processing of data streams
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-09-01
err12
PREAI
errKomorniczak, Joanna; Zyblewski, Pawel; Ksieniewicz, Pawel
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
M
Michał Choraś
H-index: 34 · Papers: 325
K
Krzysztof Walkowiak
H-index: 29 · Papers: 293
M
Marek Pawlicki
H-index: 28 · Papers: 313
R
Rafał Kozik
H-index: 27 · Papers: 256
P
Paweł Ksieniewicz
H-index: 15 · Papers: 84
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