Joanna Komorniczak

27 papers B 3Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Structuring the processing frameworks for data stream evaluation and application.
Pattern Recognit.
Joanna Komorniczak, Pawel Ksieniewicz, Pawel Zyblewski
2025 J jnl
Describing Nonstationary Data Streams in Frequency Domain.
CoRR
Joanna Komorniczak
2025 J jnl
Synthetic Non-stationary Data Streams for Recognition of the Unknown.
CoRR
Joanna Komorniczak
2025 J jnl
Taking class imbalance into account in open set recognition evaluation.
Neural Comput. Appl.
Joanna Komorniczak, Pawel Ksieniewicz
2025 J jnl
Transforming Datasets to Requested Complexity with Projection-based Many-Objective Genetic Algorithm.
CoRR
Joanna Komorniczak
2024 J jnl
Certainty-Based Neural Network Architecture Selection Framework for TinyML Systems.
IEEE Access
Joanna Komorniczak, Tobiasz Puslecki, Pawel Ksieniewicz, Krzysztof Walkowiak
2024 — conf
Classification of Recurrent Concepts with Metafeature-based Model Selection.
ICDM (Workshops)
Joanna Komorniczak, Pawel Ksieniewicz
2024 J jnl
Distance profile layer for binary classification and density estimation.
Neurocomputing
Joanna Komorniczak, Pawel Ksieniewicz
2024 — conf
Involving Society to Protect Society from Fake News and Disinformation: Crowdsourced Datasets and Text Reliability Assessment.
ACIIDS (2)
Gracjan Katek, Marta Gackowska, Joanna Komorniczak, Pawel Ksieniewicz, Rafal Kozik, Marek Pawlicki, Michal Choras
2024 J jnl
On metafeatures' ability of implicit concept identification.
Mach. Learn.
Joanna Komorniczak, Pawel Ksieniewicz
2024 J jnl
Structuring the Processing Frameworks for Data Stream Evaluation and Application.
CoRR
Joanna Komorniczak, Pawel Ksieniewicz, Pawel Zyblewski
2024 J jnl
Taking Class Imbalance Into Account in Open Set Recognition Evaluation.
CoRR
Joanna Komorniczak, Pawel Ksieniewicz
2024 J jnl
Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case.
Neurocomputing
Rafal Kozik, Gracjan Katek, Marta Gackowska, Sebastian Kula, Joanna Komorniczak, Pawel Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michal Choras
2024 — conf
Unsupervised Concept Drift Detection Based on Parallel Activations of Neural Network.
DELTA
Joanna Komorniczak, Pawel Ksieniewicz
2024 J jnl
Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network.
CoRR
Joanna Komorniczak, Pawel Ksieniewicz
2023 — conf
Analysis of Extractive Text Summarization Methods as a Binary Classification Problem.
CISIS-ICEUTE
Joanna Komorniczak, Szymon Wojciechowski, Jakub Klikowski, Rafal Kozik, Michal Choras
2023 — conf
Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy.
CORES/IP&C
Joanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak
2023 J jnl
Complexity-based drift detection for nonstationary data streams.
Neurocomputing
Joanna Komorniczak, Pawel Ksieniewicz
2023 — conf
Incremental Extreme Learning Machine for Binary Data Stream Classification.
CORES/IP&C
Karol Wojtachnia, Joanna Komorniczak, Pawel Ksieniewicz
2023 — conf
SWAROG Project Approach to Fake News Detection Problem.
CISIS-ICEUTE
Rafal Kozik, Joanna Komorniczak, Pawel Ksieniewicz, Aleksandra Pawlicka, Marek Pawlicki, Michal Choras
2023 J jnl
torchosr - a PyTorch extension package for Open Set Recognition models evaluation in Python.
CoRR
Joanna Komorniczak, Pawel Ksieniewicz
2022 — conf
Data complexity and classification accuracy correlation in oversampling algorithms.
LIDTA
Joanna Komorniczak, Pawel Ksieniewicz, Michal Wozniak
2022 B conf
Data stream generation through real concept's interpolation.
ESANN
Joanna Komorniczak, Pawel Ksieniewicz
2022 B conf
Imbalanced Data Stream Classification Assisted by Prior Probability Estimation.
IJCNN
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
2022 J jnl
Statistical Drift Detection Ensemble for batch processing of data streams.
Knowl. Based Syst.
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
2022 J jnl
problexity - an open-source Python library for binary classification problem complexity assessment.
CoRR
Joanna Komorniczak, Pawel Ksieniewicz
2021 B conf
Prior Probability Estimation in Dynamically Imbalanced Data Streams.
IJCNN
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz