| Statistical drift detection ensemble for batch processing of data streams J Komorniczak, P Zyblewski, P Ksieniewicz Knowledge-Based Systems 252, 109380, 2022 | 14 | 2022 |
| Prior probability estimation in dynamically imbalanced data streams J Komorniczak, P Zyblewski, P Ksieniewicz 2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021 | 13 | 2021 |
| problexity—An open-source Python library for supervised learning problem complexity assessment J Komorniczak, P Ksieniewicz Neurocomputing 521, 126-136, 2023 | 6 | 2023 |
| Data complexity and classification accuracy correlation in oversampling algorithms J Komorniczak, P Ksieniewicz, M Wo¼niak Fourth International Workshop on Learning with Imbalanced Domains: Theory …, 2022 | 4 | 2022 |
| problexity--an open-source Python library for binary classification problem complexity assessment J Komorniczak, P Ksieniewicz arXiv preprint arXiv:2207.06709, 2022 | 4 | 2022 |
| Complexity-based drift detection for nonstationary data streams J Komorniczak, P Ksieniewicz Neurocomputing 552, 126554, 2023 | 2 | 2023 |
| Data stream generation through real concept's interpolation. J Komorniczak, P Ksieniewicz ESANN, 2022 | 2 | 2022 |
| torchosr—A PyTorch extension package for Open Set Recognition models evaluation in Python J Komorniczak, P Ksieniewicz Neurocomputing 566, 127047, 2024 | 1 | 2024 |
| Imbalanced data stream classification assisted by prior probability estimation J Komorniczak, P Zyblewski, P Ksieniewicz 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 1 | 2022 |
| Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network J Komorniczak, P Ksieniewicz arXiv preprint arXiv:2404.07776, 2024 | | 2024 |
| Distance profile layer for binary classification and density estimation J Komorniczak, P Ksieniewicz Neurocomputing, 127436, 2024 | | 2024 |
| Taking Class Imbalance Into Account in Open Set Recognition Evaluation J Komorniczak, P Ksieniewicz arXiv preprint arXiv:2402.06331, 2024 | | 2024 |
| SWAROG Project Approach to Fake News Detection Problem R Kozik, J Komorniczak, P Ksieniewicz, A Pawlicka, M Pawlicki, M Chora¶ Computational Intelligence in Security for Information Systems Conference, 79-88, 2023 | | 2023 |
| Analysis of Extractive Text Summarization Methods as a Binary Classification Problem J Komorniczak, S Wojciechowski, J Klikowski, R Kozik, M Chora¶ Computational Intelligence in Security for Information Systems Conference …, 2023 | | 2023 |
| Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy J Komorniczak, P Ksieniewicz, M Wo¼niak International Conference on Computer Recognition Systems, 71-82, 2023 | | 2023 |
| Incremental Extreme Learning Machine for Binary Data Stream Classification K Wojtachnia, J Komorniczak, P Ksieniewicz International Conference on Computer Recognition Systems, 35-44, 2023 | | 2023 |
Pawe³ KsieniewiczPhD, Wroclaw University of Science and TechnologyVerified email at pwr.edu.pl
